Origin data

library(knitr)
cd1 <- read.csv(file = "Churn.csv", header = TRUE, sep = ",", 
                stringsAsFactors = T)

kable(cd1, caption = "ORIGIN DATA")

ORIGIN DATA

customerID	gender	SeniorCitizen	Partner	Dependents	tenure	PhoneService	MultipleLines	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies	Contract	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	Churn
7590-VHVEG	Female	0	Yes	No	1	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.85	29.85	No
5575-GNVDE	Male	0	No	No	34	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	56.95	1889.50	No
3668-QPYBK	Male	0	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	53.85	108.15	Yes
7795-CFOCW	Male	0	No	No	45	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	bankTransfer	42.30	1840.75	No
9237-HQITU	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.70	151.65	Yes
9305-CDSKC	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.65	820.50	Yes
1452-KIOVK	Male	0	No	Yes	22	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	89.10	1949.40	No
6713-OKOMC	Female	0	No	No	10	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.75	301.90	No
7892-POOKP	Female	0	Yes	No	28	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.80	3046.05	Yes
6388-TABGU	Male	0	No	Yes	62	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	bankTransfer	56.15	3487.95	No
9763-GRSKD	Male	0	Yes	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	49.95	587.45	No
7469-LKBCI	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	18.95	326.80	No
8091-TTVAX	Male	0	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	creditCard	100.35	5681.10	No
0280-XJGEX	Male	0	No	No	49	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	103.70	5036.30	Yes
5129-JLPIS	Male	0	No	No	25	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.50	2686.05	No
3655-SNQYZ	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	113.25	7895.15	No
8191-XWSZG	Female	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.65	1022.95	No
9959-WOFKT	Male	0	No	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	106.70	7382.25	No
4190-MFLUW	Female	0	Yes	Yes	10	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	creditCard	55.20	528.35	Yes
4183-MYFRB	Female	0	No	No	21	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	90.05	1862.90	No
8779-QRDMV	Male	1	No	No	1	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	39.65	39.65	Yes
1680-VDCWW	Male	0	Yes	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.80	202.25	No
1066-JKSGK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.15	20.15	Yes
3638-WEABW	Female	0	Yes	No	58	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	Yes	creditCard	59.90	3505.10	No
6322-HRPFA	Male	0	Yes	Yes	49	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	59.60	2970.30	No
6865-JZNKO	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	55.30	1530.60	No
6467-CHFZW	Male	0	Yes	Yes	47	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.35	4749.15	Yes
8665-UTDHZ	Male	0	Yes	Yes	1	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.20	30.20	Yes
5248-YGIJN	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.25	6369.45	No
8773-HHUOZ	Female	0	No	Yes	17	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	64.70	1093.10	Yes
3841-NFECX	Female	1	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	96.35	6766.95	No
4929-XIHVW	Male	1	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.50	181.65	No
6827-IEAUQ	Female	0	Yes	Yes	27	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	66.15	1874.45	No
7310-EGVHZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.20	20.20	No
3413-BMNZE	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.25	45.25	No
6234-RAAPL	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	99.90	7251.70	No
6047-YHPVI	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	316.90	Yes
6572-ADKRS	Female	0	No	No	46	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	74.80	3548.30	No
5380-WJKOV	Male	0	No	No	34	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.35	3549.25	Yes
8168-UQWWF	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	97.85	1105.40	Yes
8865-TNMNX	Male	0	Yes	Yes	10	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	mailedCheck	49.55	475.70	No
9489-DEDVP	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	69.20	4872.35	No
9867-JCZSP	Female	0	Yes	Yes	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.75	418.25	No
4671-VJLCL	Female	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	79.85	4861.45	No
4080-IIARD	Female	0	Yes	No	13	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	76.20	981.45	No
3714-NTNFO	Female	0	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.50	3906.70	No
5948-UJZLF	Male	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.25	97.00	No
7760-OYPDY	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.65	144.15	Yes
7639-LIAYI	Male	0	No	No	52	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	79.75	4217.80	No
2954-PIBKO	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	64.15	4254.10	No
8012-SOUDQ	Female	1	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.25	3838.75	No
9420-LOJKX	Female	0	No	No	15	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.10	1426.40	Yes
6575-SUVOI	Female	1	Yes	No	25	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	69.50	1752.65	No
7495-OOKFY	Female	1	Yes	No	8	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.65	633.30	Yes
4667-QONEA	Female	1	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	74.85	4456.35	No
1658-BYGOY	Male	1	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	1752.55	Yes
8769-KKTPH	Female	0	Yes	Yes	63	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	creditCard	99.65	6311.20	No
5067-XJQFU	Male	1	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	108.45	7076.35	No
3957-SQXML	Female	0	Yes	Yes	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.95	894.30	No
5954-BDFSG	Female	0	No	No	72	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	107.50	7853.70	No
0434-CSFON	Female	0	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	4707.10	No
1215-FIGMP	Male	0	No	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.90	5450.70	No
0526-SXDJP	Male	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	42.10	2962.00	No
0557-ASKVU	Female	0	Yes	Yes	18	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	creditCard	54.40	957.10	No
5698-BQJOH	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.40	857.25	Yes
5122-CYFXA	Female	0	No	No	3	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	75.30	244.10	No
8627-ZYGSZ	Male	0	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	electronicCheck	78.90	3650.35	No
3410-YOQBQ	Female	0	No	No	31	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	79.20	2497.20	No
3170-NMYVV	Female	0	Yes	Yes	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.15	930.90	No
7410-OIEDU	Male	0	No	No	10	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.85	887.35	No
2273-QCKXA	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	49.05	49.05	No
0731-EBJQB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	20.40	1090.65	No
1891-QRQSA	Male	1	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.60	7099.00	No
8028-PNXHQ	Male	0	Yes	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.25	1424.60	No
5630-AHZIL	Female	0	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	64.50	177.40	No
2673-CXQEU	Female	1	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	110.50	6139.50	No
6416-JNVRK	Female	0	No	No	46	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	creditCard	55.65	2688.85	No
5590-ZSKRV	Female	0	Yes	Yes	8	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.65	482.25	No
0191-ZHSKZ	Male	1	No	No	30	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	74.75	2111.30	No
3887-PBQAO	Female	0	Yes	Yes	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	25.90	1216.60	No
5919-TMRGD	Female	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.35	79.35	Yes
8108-UXRQN	Female	0	Yes	Yes	11	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	50.55	565.35	No
9191-MYQKX	Female	0	Yes	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.15	496.90	Yes
9919-YLNNG	Female	0	No	No	42	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.80	4327.50	No
0318-ZOPWS	Female	0	Yes	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.15	973.35	No
4445-ZJNMU	Male	0	No	No	9	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.30	918.75	No
4808-YNLEU	Female	0	Yes	No	35	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	bankTransfer	62.15	2215.45	No
1862-QRWPE	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.65	1057.00	No
2796-NNUFI	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.95	927.10	No
3016-KSVCP	Male	0	Yes	No	29	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	33.75	1009.25	No
4767-HZZHQ	Male	0	Yes	Yes	30	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	82.05	2570.20	No
2424-WVHPL	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	electronicCheck	74.70	74.70	No
7233-PAHHL	Male	0	Yes	Yes	66	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.00	5714.25	No
6067-NGCEU	Female	0	No	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	111.05	7107.00	No
9848-JQJTX	Male	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	100.90	7459.05	No
8637-XJIVR	Female	0	No	No	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.95	927.35	Yes
9803-FTJCG	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	66.85	4748.70	No
0278-YXOOG	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	21.05	113.85	Yes
3212-KXOCR	Male	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	21.00	1107.20	No
4598-XLKNJ	Female	1	Yes	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	2514.50	Yes
6380-ARCEH	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	20.20	No
3679-XASPY	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.45	19.45	No
7123-WQUHX	Male	0	No	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	95.00	3605.60	No
5386-THSLQ	Female	1	Yes	No	66	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	45.55	3027.25	No
3192-NQECA	Male	0	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.00	7611.85	Yes
6180-YBIQI	Male	0	No	No	5	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.30	100.20	No
6728-DKUCO	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	104.15	7303.05	No
9750-BOOHV	Female	0	No	No	32	No	No phone service	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	30.15	927.65	No
8597-CWYHH	Male	0	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	mailedCheck	94.35	3921.30	No
2848-YXSMW	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.40	1363.25	No
0486-HECZI	Male	0	Yes	No	55	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	96.75	5238.90	Yes
4549-ZDQYY	Female	0	No	No	52	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	57.95	3042.25	No
5712-AHQNN	Female	0	No	No	43	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.65	3954.10	No
4846-WHAFZ	Female	1	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	2868.15	Yes
5256-SKJGO	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	54.60	3423.50	No
3071-VBYPO	Male	0	Yes	Yes	3	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	89.85	248.40	No
9560-BBZXK	Female	0	No	No	36	No	No phone service	DSL	Yes	No	No	No	No	No	twoYear	No	bankTransfer	31.05	1126.35	No
5299-RULOA	Female	0	Yes	Yes	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	1064.65	Yes
8402-OOOHJ	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.65	835.15	No
9445-ZUEQE	Male	0	Yes	Yes	27	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	85.20	2151.60	No
1091-SOZGA	Female	0	Yes	Yes	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	99.80	5515.45	No
2928-HLDBA	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.70	112.75	No
0404-SWRVG	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	229.55	Yes
6497-TILVL	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.70	350.35	No
7219-TLZHO	Female	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.85	62.90	No
4622-YNKIJ	Male	0	No	No	33	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	twoYear	Yes	electronicCheck	88.95	3027.65	No
4412-YLTKF	Female	1	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.05	2135.50	Yes
6734-PSBAW	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	23.55	1723.95	No
3930-ZGWVE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	19.75	No
2639-UGMAZ	Male	1	No	No	71	No	No phone service	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	56.45	3985.35	No
2876-GZYZC	Female	0	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.95	1215.65	No
6207-WIOLX	Female	0	Yes	Yes	25	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	58.60	1502.65	Yes
8587-XYZSF	Male	0	No	No	67	Yes	No	DSL	No	No	No	Yes	No	No	twoYear	No	bankTransfer	50.55	3260.10	No
3091-FYHKI	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.45	35.45	Yes
2372-HWUHI	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.35	81.25	Yes
7799-LGRDP	Female	0	No	No	43	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.70	1188.20	No
7850-VWJUU	Female	0	No	No	23	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.00	1778.50	No
3774-VBNXY	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.20	1277.75	No
6217-KDYWC	Male	0	No	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.60	1170.55	No
0390-DCFDQ	Female	1	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.45	70.45	Yes
3146-MSEGF	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.05	6425.65	No
4080-OGPJL	Female	0	No	No	8	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	No	electronicCheck	71.15	563.65	Yes
1095-WGNGG	Female	0	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	101.05	5971.25	No
2636-SJDOU	Male	0	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	84.30	5289.05	No
1131-QQZEB	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.95	1756.20	No
5716-EZXZN	Female	0	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	99.05	6416.70	No
6837-BJYDQ	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.60	61.35	No
2135-RXIHG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.65	45.65	Yes
6440-DKQGE	Male	0	No	Yes	30	Yes	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	64.50	1929.95	No
3466-BYAVD	Male	0	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	69.50	1071.40	No
3780-YVMFA	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	68.55	564.35	No
3874-EQOEP	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	95.00	655.50	Yes
1679-JRFBR	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	108.15	7930.55	No
9073-ZZIAY	Male	0	Yes	Yes	62	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	86.10	5215.25	No
3077-RSNTJ	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	113.50	No
6551-GNYDG	Female	0	Yes	Yes	14	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	80.90	1152.80	No
9167-APMXZ	Female	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	84.15	1821.95	No
2749-CTKAJ	Male	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.15	419.90	No
6371-NZYEG	Male	0	Yes	Yes	16	Yes	No	DSL	Yes	No	Yes	No	Yes	No	twoYear	No	mailedCheck	64.25	1024.00	No
7554-NEWDD	Male	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.70	251.60	No
8992-VONJD	Female	0	No	Yes	13	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	56.00	764.55	No
0867-MKZVY	Female	0	Yes	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	82.40	1592.35	Yes
4482-EWFMI	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	135.20	No
4648-YPBTM	Male	0	No	No	53	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	73.90	3958.25	No
2907-ILJBN	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.60	233.90	No
6345-FZOQH	Male	0	Yes	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.90	1363.45	No
3376-BMGFE	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.90	273.00	Yes
5997-OPVFA	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.05	6254.45	No
3445-HXXGF	Male	1	Yes	No	58	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	45.30	2651.20	Yes
1159-WFSGR	Female	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.40	321.40	No
7654-YWJUF	Male	0	Yes	No	43	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	bankTransfer	84.25	3539.25	No
1875-QIVME	Female	0	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.40	242.80	Yes
6727-IOTLZ	Male	0	Yes	No	14	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.95	1181.75	No
0691-JVSYA	Female	0	Yes	No	53	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	94.85	5000.20	Yes
5918-VUKWP	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.55	654.55	No
1744-JHKYS	Female	0	Yes	No	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	24.70	780.20	No
2656-FMOKZ	Female	1	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.45	1145.70	Yes
2070-FNEXE	Female	1	No	No	7	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	76.45	503.60	Yes
5947-SGKCL	Female	0	Yes	Yes	15	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	1559.25	No
3712-PKXZA	Male	0	Yes	No	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.55	1252.00	No
6317-YPKDH	Female	0	No	No	1	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	29.95	29.95	Yes
6582-OIVSP	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.30	45.30	No
9367-WXLCH	Male	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	84.50	662.65	Yes
5524-KHNJP	Male	0	Yes	Yes	33	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	creditCard	74.75	2453.30	No
1918-ZBFQJ	Female	0	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.25	1111.65	Yes
1024-GUALD	Female	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.80	24.80	Yes
4827-USJHP	Male	0	No	No	20	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	51.80	1023.85	No
8167-GJLRN	Male	0	No	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	30.40	82.15	No
0956-SYCWG	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.65	244.80	No
8017-UVSZU	Female	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	56.60	2379.10	No
7100-FQPRV	Male	0	Yes	Yes	43	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	creditCard	71.90	3173.35	No
2472-OVKUP	Male	0	Yes	No	6	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	91.00	531.00	Yes
2984-RGEYA	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.75	1375.40	No
9680-NIAUV	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	109.70	8129.30	No
2146-EGVDT	Male	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.30	1192.70	No
2604-IJPDU	Female	0	Yes	No	20	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	96.55	1901.65	No
9178-JHUVJ	Male	0	Yes	Yes	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.10	587.40	No
6168-YBYNP	Male	0	No	No	59	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.35	6519.75	No
7255-SSFBC	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	112.25	8041.65	No
3645-DEYGF	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.75	20.75	No
9323-HGFWY	Female	0	Yes	No	27	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	creditCard	101.90	2681.15	No
8544-GOQSH	Female	0	No	No	14	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	80.05	1112.30	No
3363-DTIVD	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	105.55	7405.50	No
7018-WBJNK	Male	0	No	Yes	13	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	78.30	1033.95	No
9142-KZXOP	Male	0	No	No	44	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	68.85	2958.95	No
7674-YTAFD	Female	0	No	No	33	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	79.95	2684.85	No
6348-SNFUS	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	55.45	4179.20	No
1285-OKIPP	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	79.90	79.90	Yes
7825-ECJRF	Female	0	No	No	19	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.60	1934.45	Yes
1347-KTTTA	Male	0	Yes	No	64	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	102.45	6654.10	No
7841-TZDMQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	46.00	84.50	Yes
4195-NZGTA	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	25.25	No
7157-SMCFK	Male	0	No	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	1124.20	No
4709-LKHYG	Female	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	20.00	540.05	No
2504-DSHIH	Male	1	Yes	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.80	1975.85	No
0699-NDKJM	Female	0	Yes	No	57	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	58.75	3437.45	No
9286-BHDQG	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	45.25	3139.80	No
0230-WEQUW	Male	0	Yes	No	66	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	56.60	3789.20	No
2040-LDIWQ	Male	0	Yes	Yes	65	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.20	5324.50	No
6496-JDSSB	Female	0	No	No	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	80.00	624.60	No
9408-SSNVZ	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	268.35	Yes
4443-EMBNA	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.75	1836.90	No
6469-MRVET	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	20.20	20.20	No
0742-MOABM	Male	0	Yes	No	4	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.05	179.35	Yes
5961-VUSRV	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.35	219.35	No
6778-JFCMK	Male	0	No	No	24	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	mailedCheck	50.60	1288.75	No
6341-JVQGF	Female	0	Yes	Yes	31	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	81.15	2545.75	No
2232-DMLXU	Female	0	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.20	55.20	Yes
4811-JBUVU	Male	0	No	No	30	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	89.90	2723.15	No
0945-TSONX	Female	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	85.30	4107.25	No
2651-ZCBXV	Male	0	No	No	54	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	108.00	5760.65	No
3316-UWXUY	Male	0	No	No	50	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	93.50	4747.50	No
8937-RDTHP	Male	0	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	84.60	84.60	Yes
7083-MIOPC	Female	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.25	1566.90	No
1984-GPTEH	Female	0	No	No	29	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	25.15	702.00	No
1251-KRREG	Male	0	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	54.40	114.10	Yes
0621-JFHOL	Female	0	No	No	10	No	No phone service	DSL	No	No	No	Yes	No	No	twoYear	Yes	mailedCheck	29.60	299.05	No
9903-LYSAB	Male	0	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.15	1305.95	No
0094-OIFMO	Female	1	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.00	1120.30	Yes
9227-UAQFT	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	284.35	No
7301-ABVAD	Female	0	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.60	6350.50	No
6614-FHDBO	Male	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	109.20	7878.30	No
7576-ASEJU	Female	0	Yes	Yes	41	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	creditCard	74.70	3187.65	No
9058-HRZSV	Female	1	Yes	No	65	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	94.40	6126.15	No
4522-AKYLR	Female	1	No	No	13	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	54.80	731.30	No
0221-WMXNQ	Male	1	No	No	4	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.35	273.40	No
0303-UNCIP	Male	0	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	Yes	oneYear	No	mailedCheck	65.00	2531.80	No
9947-OTFQU	Male	1	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.40	1074.30	Yes
0322-YINQP	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.55	48.55	Yes
0959-WHOKV	Male	0	No	No	42	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	99.00	4298.45	No
4075-JFPGR	Female	0	Yes	No	51	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	93.50	4619.55	No
4629-NRXKX	Female	0	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	147.15	Yes
9514-JDSKI	Male	1	Yes	No	1	No	No phone service	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	40.20	40.20	Yes
3282-ZISZV	Male	0	No	Yes	32	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	83.70	2633.30	No
3675-YDUPJ	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.85	193.05	No
4111-BNXIF	Female	0	Yes	Yes	67	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	59.55	4103.90	No
7017-VFHAY	Female	0	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.10	7008.15	No
6655-LHBYW	Male	0	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	114.35	5791.10	No
4959-JOSRX	Female	0	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.60	80.55	Yes
5046-NUHWD	Female	1	Yes	No	29	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	45.00	1228.65	No
7273-TEFQD	Male	1	No	No	3	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	41.15	132.20	Yes
3606-TWKGI	Male	1	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.90	1364.30	Yes
7529-ZDFXI	Male	1	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.85	4925.35	No
7605-BDWDC	Female	0	No	No	31	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	49.85	1520.10	No
1950-KSVVJ	Female	0	Yes	No	45	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	113.30	5032.25	No
0123-CRBRT	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	88.10	5526.75	No
6292-TOSSS	Male	0	No	No	50	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.90	1195.25	No
3197-ARFOY	Female	1	No	No	19	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	105.00	2007.25	No
6323-AYBRX	Male	0	No	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.35	1099.60	Yes
7014-ZZXAW	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.25	1732.95	No
4385-GZQXV	Female	1	No	No	16	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.45	1511.20	Yes
7633-MVPUY	Male	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	electronicCheck	59.75	3450.15	No
6366-ZGQGL	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	24.80	24.80	Yes
4716-HHKQH	Male	1	Yes	No	20	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	107.05	2172.05	No
5940-AHUHD	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.60	70.60	Yes
6432-TWQLB	Male	0	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.40	401.10	Yes
4484-GLZOU	Female	0	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.05	5624.85	Yes
3179-GBRWV	Male	1	Yes	No	21	Yes	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	64.95	1339.80	No
8645-KWHJO	Male	0	No	No	14	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	55.00	771.95	No
4130-MZLCC	Female	0	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	50.55	244.75	No
0314-TKOSI	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	55.15	322.90	No
8229-MYEJZ	Female	0	No	No	10	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	51.20	498.25	No
2080-SRCDE	Female	0	No	Yes	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	25.40	25.40	No
9577-WJVCQ	Female	0	No	No	68	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	54.45	3687.75	No
9512-UIBFX	Male	0	Yes	Yes	18	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	95.15	1779.95	Yes
6202-DYYFX	Female	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	oneYear	Yes	creditCard	76.00	1783.60	No
3808-HFKDE	Female	0	No	No	20	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.35	927.15	No
5583-SXDAG	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.00	70.00	Yes
3488-PGMQJ	Male	1	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.50	606.55	Yes
3580-REOAC	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.85	435.40	Yes
7534-BFESC	Male	1	No	No	24	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.10	1712.70	Yes
3727-OWVYD	Male	0	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	mailedCheck	61.20	2021.20	No
2294-SALNE	Male	0	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	86.80	1940.80	No
4847-TAJYI	Female	1	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.35	567.80	No
1563-IWQEX	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	220.35	No
8203-XJZRC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	20.25	No
6556-DBKZF	Female	0	Yes	Yes	71	Yes	No	fiberOptic	No	No	Yes	No	No	No	twoYear	No	electronicCheck	76.05	5436.45	No
6851-WEFYX	Male	1	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	3437.50	No
2985-JUUBZ	Male	0	Yes	Yes	40	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	74.55	3015.75	No
6390-DSAZX	Female	0	No	Yes	1	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	73.60	73.60	Yes
0895-LMRSF	Male	0	No	No	23	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	64.90	1509.80	No
8098-LLAZX	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	396.10	Yes
8266-VBFQL	Male	0	No	No	4	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	90.40	356.65	No
8181-YHCMF	Female	0	Yes	Yes	68	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	60.30	4109.00	No
2240-HSJQD	Male	0	No	Yes	38	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	81.85	3141.70	No
1248-DYXUB	Male	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.80	1229.10	No
0265-EDXBD	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	2303.35	Yes
4115-BNPJY	Male	0	Yes	Yes	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	75.55	2054.40	No
3167-SNQPL	Male	1	Yes	Yes	38	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	101.15	3741.85	No
4091-TVOCN	Male	0	No	Yes	48	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	78.75	3682.45	No
1098-TDVUQ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.25	19.25	No
7277-OZCGZ	Female	0	No	No	22	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.05	1886.25	No
1557-EMYVT	Female	0	No	No	43	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.05	4895.10	No
2799-ARNLO	Female	1	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	341.60	No
7563-BIUPC	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.60	415.55	Yes
5027-YOCXN	Male	0	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	110.05	5686.40	No
3973-SKMLN	Male	0	No	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.90	1355.10	No
2321-OMBXY	Female	0	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	80.30	3058.65	Yes
2840-XANRC	Male	1	Yes	No	24	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	93.15	2231.05	Yes
6745-JEFZB	Male	0	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	91.50	3236.35	No
5020-ZSTTY	Female	1	No	No	54	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	82.45	4350.10	Yes
9880-TDQAC	Female	0	Yes	Yes	72	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	60.00	4264.00	No
8705-WZCYL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.80	44.80	No
7102-JJVTX	Female	0	Yes	Yes	9	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	48.60	422.30	No
8626-PTQGE	Male	0	No	No	69	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.05	4176.70	No
4983-CLMLV	Female	0	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	102.70	5138.10	No
5701-YVSVF	Female	1	Yes	No	11	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	82.90	880.05	No
5804-LEPIM	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	139.05	Yes
5697-GOMBF	Female	1	Yes	Yes	28	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	35.90	973.65	No
2739-CACDQ	Female	1	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	82.65	1470.05	No
9385-EHGDO	Female	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.85	739.35	No
9498-FIMXL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.20	161.95	No
2379-GYFLQ	Male	0	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	94.90	4422.95	No
0122-OAHPZ	Female	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.85	511.25	Yes
2868-SNELZ	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	80.60	155.80	Yes
4322-RCYMT	Male	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	75.80	5293.95	Yes
6680-NENYN	Female	0	No	No	43	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	104.60	4759.85	Yes
2088-IEBAU	Female	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	88.15	6148.45	No
7982-VCELR	Female	0	No	No	36	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	94.80	3565.65	No
1343-EHPYB	Male	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.40	6603.00	Yes
6035-BXTTY	Female	1	No	No	32	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	54.65	1830.10	No
6885-PKOAM	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	85.75	6223.80	No
7520-HQWJU	Female	0	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	67.45	4508.65	No
9639-BUJXT	Male	0	No	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.50	1328.15	No
5924-SNGKP	Female	0	No	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.25	865.00	No
0021-IKXGC	Female	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	72.10	72.10	No
2034-GDRCN	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.40	168.20	Yes
8966-SNIZF	Female	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.45	1303.50	No
6243-OZGFH	Female	0	No	No	23	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.95	996.85	No
4654-DLAMQ	Female	1	Yes	No	64	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	97.00	6430.90	No
0513-RBGPE	Male	0	Yes	Yes	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	62.80	2278.75	No
5160-UXJED	Male	0	No	Yes	17	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	mailedCheck	44.60	681.40	No
4115-NZRKS	Female	1	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.15	574.35	No
0219-YTZUE	Male	0	Yes	Yes	4	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.80	371.90	Yes
0623-IIHUG	Female	1	No	No	21	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	41.90	840.10	Yes
4572-DVCGN	Female	0	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	80.25	846.00	Yes
3351-NGXYI	Female	1	No	No	16	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	54.10	889.00	No
8984-EYLLL	Male	0	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.25	6823.40	No
9057-MSWCO	Male	1	Yes	No	27	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	30.75	805.10	Yes
9833-TGFHX	Male	0	Yes	Yes	42	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	electronicCheck	97.10	4016.75	No
9294-TDIPC	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	83.75	No
5229-DTFYB	Female	0	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	98.80	3959.15	No
0104-PPXDV	Male	0	Yes	No	58	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	No	creditCard	50.30	2878.55	No
5176-LMJXE	Female	0	No	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.55	945.70	No
3583-KRKMD	Male	0	No	No	18	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	75.90	1373.05	No
1010-DIAUQ	Male	0	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	96.50	492.55	Yes
9069-LGEUL	Male	0	Yes	No	23	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	59.95	1406.00	No
7302-ZHMHP	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.15	19.15	No
9571-EDEBV	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	98.65	6962.85	No
3520-FJGCV	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	112.60	8126.65	No
6563-VRERX	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.60	690.25	No
0259-GBZSH	Male	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.65	181.50	Yes
6122-EFVKN	Male	0	No	Yes	24	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	35.75	830.80	No
2805-EDJPQ	Female	0	Yes	Yes	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	99.75	5608.40	No
6862-CQUMB	Male	0	No	No	37	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	96.10	3646.80	No
7156-MXBJE	Female	0	No	No	43	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	85.10	3662.25	No
6158-HDPXZ	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.35	25.35	No
9601-BRXPO	Female	0	Yes	No	25	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.95	2566.50	Yes
2863-IMQDR	Female	0	No	No	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	89.65	5308.70	No
5686-CMAWK	Male	0	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	86.75	1410.25	No
5651-CRHKQ	Female	0	Yes	No	41	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	86.20	3339.05	No
6905-NIQIN	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.65	50.65	Yes
8204-YJCLA	Male	1	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	64.80	4732.35	No
5167-ZFFMM	Male	0	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	90.85	90.85	Yes
6583-SZVGP	Male	0	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	108.10	5067.45	No
4895-TMWIR	Male	1	Yes	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	214.75	Yes
0533-BNWKF	Female	1	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.45	4874.70	Yes
1708-PBBOA	Female	0	No	No	42	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	54.75	2348.45	No
8782-LKFPK	Male	0	No	No	44	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	90.40	4063.00	No
5522-JBWMO	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No
3597-MVHJT	Female	0	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.60	2595.25	No
9774-NRNAU	Male	1	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	84.80	2309.55	No
0224-RLWWD	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.30	89.30	No
9967-ATRFS	Female	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	367.55	No
3951-NJCVI	Female	1	Yes	No	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.05	3944.50	No
2977-CEBSX	Female	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.05	5965.95	No
0177-PXBAT	Male	1	Yes	No	33	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.90	3694.70	No
6599-CEBNN	Female	0	No	No	34	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.95	2524.45	Yes
2519-ERQOJ	Male	1	No	No	33	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	54.60	1803.70	No
5876-QMYLD	Female	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.05	415.10	No
2277-AXSDC	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.75	624.15	No
9442-JTWDL	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.05	237.70	No
0979-PHULV	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.45	7007.60	Yes
3067-SVMTC	Female	0	Yes	No	68	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	55.90	3848.80	No
5495-GPSRW	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.70	419.40	No
7606-BPHHN	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.80	1468.75	No
4742-DRORA	Male	0	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	95.40	5812.00	No
0111-KLBQG	Male	1	Yes	Yes	32	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.95	2861.45	No
4800-VHZKI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.90	19.90	Yes
7989-CHGTL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.60	19.60	Yes
0334-GDDSO	Male	1	No	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.35	233.70	Yes
4163-NCJAK	Female	0	Yes	No	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.45	1066.15	No
5233-AOZUF	Female	0	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	2149.05	No
5973-EJGDP	Male	0	No	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	87.35	4473.00	No
1996-DBMUS	Female	1	Yes	No	48	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.65	3545.05	No
7916-VCCPB	Female	0	Yes	Yes	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	73.25	1195.75	No
4686-GEFRM	Male	0	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	98.70	6858.90	No
5249-QYHEX	Female	0	Yes	Yes	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.80	1024.70	No
0578-SKVMF	Female	0	Yes	Yes	22	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	83.30	1845.90	Yes
5564-NEMQO	Female	1	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.30	75.30	Yes
2233-FAGXV	Female	0	Yes	Yes	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	24.30	132.25	No
5605-IYGFG	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.85	515.45	No
7663-ZTEGJ	Male	0	No	Yes	29	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	100.55	2830.45	No
3935-TBRZZ	Male	0	Yes	Yes	44	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	25.70	1110.50	No
8111-BKVDS	Female	0	No	No	10	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	40.70	449.30	No
2055-SIFSS	Female	1	Yes	No	55	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	51.65	2838.55	No
2806-MLNTI	Male	1	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.10	5376.40	No
8734-DKSTZ	Female	0	Yes	Yes	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.95	858.60	No
4360-PNRQB	Male	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.60	1395.05	No
6152-ONASV	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	58.25	3975.70	No
9063-ZGTUY	Female	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.40	1182.55	Yes
7781-HVGMK	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.20	4784.45	No
2181-UAESM	Male	0	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	electronicCheck	53.45	119.50	No
2957-LOLHO	Male	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.40	518.90	Yes
6048-NJXHX	Male	0	Yes	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	electronicCheck	19.75	899.45	No
2320-SLKMB	Female	0	No	No	26	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	44.45	1183.80	No
4980-URKXC	Male	0	Yes	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.85	720.05	No
4376-KFVRS	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.05	8468.20	No
5886-VLQVU	Male	0	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	89.85	3161.20	No
3577-AMVUX	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	55.05	55.05	No
0771-WLCLA	Female	0	Yes	Yes	16	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	112.95	1882.55	No
5628-RKIFK	Female	1	No	No	49	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	101.55	5070.40	No
0206-TBWLC	Female	0	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	114.65	6049.50	No
2937-FTHUR	Female	0	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	64.80	1166.70	No
1910-FMXJM	Female	0	Yes	No	36	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.40	2937.65	No
7752-XUSCI	Female	0	No	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	6396.45	Yes
4110-PFEUZ	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.55	69.55	Yes
0732-OCQOC	Female	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.05	1270.25	No
5168-MSWXT	Male	0	Yes	Yes	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	759.55	No
1090-ESELR	Male	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	105.50	7611.55	No
8592-PLTMQ	Female	0	No	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	24.70	1642.75	No
5760-WRAHC	Female	1	No	No	22	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	69.75	1545.40	No
8847-GEOOQ	Male	0	Yes	No	60	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	60.20	3582.40	No
0256-LTHVJ	Female	0	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.05	2227.10	Yes
4785-FCIFB	Female	0	Yes	No	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.40	1417.90	No
8313-NDOIA	Female	0	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.15	2494.65	No
5149-CUZUJ	Male	0	Yes	Yes	28	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	92.90	2768.35	No
0942-KOWSM	Female	0	Yes	Yes	30	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	80.80	2369.30	No
4237-CLSMM	Male	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	38.00	No
1452-VOQCH	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	75.10	No
4719-UMSIY	Male	0	No	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	100.90	No
6614-VBEGU	Female	0	Yes	No	24	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	69.45	1614.05	No
0880-TKATG	Male	0	Yes	Yes	4	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.15	385.90	Yes
3811-VBYBZ	Male	0	No	No	7	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	673.25	Yes
1480-BKXGA	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	8404.90	No
2996-XAUVF	Male	0	No	No	70	No	No phone service	DSL	No	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	40.05	2799.75	No
9076-AXYIK	Male	1	Yes	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	102.10	6538.45	No
5968-XQIVE	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	89.70	6588.95	No
8896-RAZCR	Female	0	No	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.90	868.10	No
4640-UHDOS	Female	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	55.95	734.35	Yes
4933-IKULF	Female	1	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.65	330.60	No
3583-EKAPL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.00	55.00	Yes
1304-BCCFO	Male	0	Yes	No	9	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	70.05	564.40	No
4104-PVRPS	Male	0	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	53.60	1315.35	No
9399-APLBT	Female	0	Yes	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes
2359-KMGLI	Male	0	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.25	1861.50	Yes
3780-DDGSE	Male	1	Yes	Yes	35	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	76.05	2747.20	No
4431-EDMIQ	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	75.70	554.05	No
0306-JAELE	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.10	453.40	Yes
6227-HWPWX	Female	0	No	Yes	15	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.00	994.80	Yes
0486-LGCCH	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.65	225.75	No
0447-BEMNG	Female	0	Yes	No	48	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	45.30	2145.00	Yes
4612-SSVHJ	Female	1	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.45	1671.60	No
5168-MQQCA	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.50	8003.80	No
5949-XIKAE	Female	0	Yes	Yes	8	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	83.55	680.05	Yes
7971-HLVXI	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	twoYear	Yes	creditCard	84.50	6130.85	No
9094-AZPHK	Female	0	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.15	1415.00	No
3649-JPUGY	Male	0	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	88.60	6201.95	No
4472-LVYGI	Female	0	Yes	Yes	0	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	52.55	NA	No
8372-JUXUI	Male	0	No	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	74.35	Yes
3552-CTCYF	Male	0	Yes	Yes	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.80	6597.25	No
6778-YSNIH	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	59.00	114.15	No
0388-EOPEX	Female	0	Yes	No	2	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	139.40	Yes
5756-OZRIO	Male	1	Yes	No	61	Yes	Yes	DSL	No	Yes	No	No	No	Yes	oneYear	No	bankTransfer	64.05	3902.60	No
6579-JPICP	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	20.40	No
8205-OTCHB	Male	0	No	No	22	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	43.75	903.60	Yes
4134-BSXLX	Male	0	Yes	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	60.90	1785.65	No
0505-SPOOW	Female	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.80	1397.65	No
6235-VDHOM	Female	1	No	No	5	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	28.45	131.05	Yes
7783-YKGDV	Female	0	No	No	12	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	99.70	1238.45	Yes
4374-YMUSQ	Male	0	No	No	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	116.25	3899.05	No
4513-CXYIX	Female	1	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	Yes	creditCard	80.70	5676.00	No
3957-HHLMR	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	No	No	No	No	Yes	oneYear	No	bankTransfer	65.20	4543.15	No
7803-XOCCZ	Female	0	Yes	Yes	52	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	84.05	4326.80	No
5736-YEJAX	Male	0	No	Yes	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	79.45	5502.55	No
5609-CEBID	Female	1	No	No	20	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.10	1782.40	Yes
8981-FJGLA	Male	0	No	Yes	11	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	78.00	851.80	No
7218-HKQFK	Male	0	Yes	No	2	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.20	167.50	Yes
4636-QRJKY	Female	0	Yes	Yes	6	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.50	502.85	Yes
1135-LMECX	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	19.85	No
4332-MUOEZ	Male	1	Yes	Yes	20	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	94.30	1818.30	No
8535-SFUTN	Male	0	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.45	6300.15	No
5956-VKDTT	Female	1	Yes	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	334.80	Yes
8677-HDZEE	Female	0	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	105.45	5916.95	No
2475-MROZF	Male	0	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	95.00	2852.40	No
9412-GHEEC	Male	0	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	104.80	4131.95	Yes
3482-ABPKK	Female	0	No	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.30	1546.30	No
6705-LXORM	Female	1	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.05	302.60	No
0257-ZESQC	Female	1	Yes	No	27	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.20	1929.35	Yes
7531-GQHME	Male	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.05	265.45	No
5174-ITUMV	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.40	6989.45	No
4109-CYRBD	Male	1	Yes	No	29	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	51.60	1442.00	No
0913-XWSCN	Male	0	Yes	Yes	55	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	85.50	4713.40	No
6825-UYPFK	Female	0	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	75.60	1758.60	Yes
8397-MVTAZ	Male	0	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3480.00	Yes
0750-EBAIU	Male	0	No	No	52	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	electronicCheck	91.25	4738.30	No
8606-CIQUL	Male	1	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.75	8399.15	No
3571-DPYUH	Male	0	Yes	Yes	58	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	94.70	5430.35	No
7601-GNDYK	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	686.95	No
0356-OBMAC	Female	1	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	99.90	5706.30	No
8067-NIOYM	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	21.10	490.65	No
1403-GYAFU	Male	0	Yes	Yes	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	1360.25	No
4234-XTNEA	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	174.45	No
1297-VQDRP	Male	1	Yes	Yes	68	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	107.15	7379.80	No
9282-IZGQK	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	Yes
5348-CAGXB	Male	0	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.55	1021.75	No
0621-HJWXJ	Female	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	81.55	5029.05	No
5844-QVTAT	Female	0	Yes	Yes	33	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	58.45	1955.40	No
8905-IAZPF	Female	0	Yes	No	69	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	95.65	6744.20	No
5394-MEITZ	Female	0	Yes	Yes	60	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.60	4946.70	No
6859-QNXIQ	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.10	8248.50	No
2782-LFZVW	Female	0	No	No	11	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	58.95	601.60	No
2866-IKBTM	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	19.55	No
1342-JPNKI	Male	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	86.05	834.10	Yes
2817-NTQDO	Male	0	No	No	13	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	45.55	597.00	Yes
7129-AZJDE	Male	0	Yes	Yes	34	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	bankTransfer	78.95	2647.20	No
6986-IJDHX	Male	0	Yes	Yes	39	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	86.30	3266.00	Yes
2560-PPCHE	Female	0	No	No	65	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.05	6744.25	No
4676-MQUEA	Male	1	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	101.90	5265.50	No
8138-EALND	Male	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	311.60	No
3580-HYCSP	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	110.30	7966.90	No
1352-HNSAW	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.60	8220.40	No
2075-PUEPR	Male	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.35	1153.25	No
1982-FEBTD	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.60	514.75	No
5301-GAUUY	Male	0	No	No	32	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.35	2596.15	Yes
5791-KAJFD	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	68.75	3808.00	No
2654-VBVPB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.90	19.90	No
1154-HYWWO	Male	0	No	No	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	70.60	2708.20	No
2501-XWWTZ	Male	0	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.20	760.05	No
3716-UVSPD	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.30	49.30	No
6815-ABQFQ	Male	0	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.25	6033.30	No
7343-EOBEU	Male	0	Yes	No	3	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	23.60	89.05	No
3701-SFMUH	Male	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	69.70	516.15	No
6103-LIANB	Male	0	Yes	Yes	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	99.50	5861.75	No
7319-VENRZ	Male	0	No	No	7	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	64.30	445.95	No
5846-NEQVZ	Male	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	creditCard	70.85	4973.40	No
6967-QIQRV	Male	0	Yes	Yes	15	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	101.90	1667.25	No
5781-RFZRP	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	73.50	5357.75	No
0939-YAPAF	Female	0	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	3527.60	Yes
0308-IVGOK	Female	0	No	No	11	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	40.40	422.60	No
7293-LSCDV	Female	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.25	1103.25	No
7025-WCBNE	Male	1	No	No	47	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	No	bankTransfer	59.60	2754.00	No
5756-JYOJT	Female	0	No	No	11	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	creditCard	64.90	697.25	No
4710-FDUIZ	Male	0	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	creditCard	100.30	5614.45	Yes
6030-REHUX	Female	1	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.85	3204.40	No
9548-LIGTA	Male	0	Yes	No	61	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	81.05	4747.65	No
5150-LJNSR	Male	0	Yes	Yes	31	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	bankTransfer	98.05	3082.10	No
8270-RKSAP	Male	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.50	597.90	No
6522-YRBXD	Male	1	Yes	No	35	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	94.55	3365.40	No
2640-LYMOV	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.65	38.80	No
1218-VKFPE	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.00	233.55	Yes
3627-FHKBK	Female	0	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	75.30	75.30	Yes
2865-TCHJW	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	346.20	Yes
1423-BMPBQ	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.00	19.00	No
2393-DIVAI	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.00	61.70	No
5192-EBGOV	Female	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.70	85.70	Yes
4568-KNYWR	Male	0	No	No	52	Yes	No	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	63.25	3342.45	No
8752-IMQOS	Male	0	Yes	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	85.10	No
0742-LAFQK	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	99.15	7422.10	No
0795-LAFGP	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.40	6668.05	No
0619-OLYUR	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.90	8071.05	No
5512-IDZEI	Male	0	Yes	Yes	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	24.90	1174.80	No
0459-SPZHJ	Male	0	Yes	Yes	63	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	83.50	5435.00	No
0215-BQKGS	Male	0	No	No	30	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	84.30	2438.60	No
9244-ZVAPM	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.60	45.60	No
0719-SYFRB	Female	0	No	No	12	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	61.65	713.75	Yes
8208-EUMTE	Male	0	No	No	16	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	54.85	916.15	No
5172-MIGPM	Male	0	No	No	4	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	No	mailedCheck	65.55	237.20	No
1710-RCXUS	Male	0	Yes	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	Yes	creditCard	90.35	4614.55	No
0374-FIUCA	Male	0	Yes	No	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.40	1414.45	No
5839-SUYVZ	Male	0	No	No	16	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	74.55	1170.50	No
5173-ZXXXL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.95	47.70	No
1096-ADRUX	Female	0	Yes	Yes	66	Yes	Yes	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	74.25	4859.25	No
2001-MCUUW	Male	0	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	108.65	4903.20	No
2731-GJRDG	Female	0	No	No	32	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.55	3608.00	No
4723-BEGSG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.65	6094.25	No
6516-NKQBO	Male	0	Yes	Yes	38	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	81.00	3084.90	No
8672-OAUPW	Male	0	No	Yes	51	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	47.85	2356.75	No
8207-DMRVL	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.55	8306.05	No
3419-SNJJD	Female	1	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	105.25	6786.40	Yes
6543-CPZMK	Male	0	Yes	Yes	9	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.95	248.95	Yes
4765-OXPPD	Female	0	Yes	Yes	9	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	mailedCheck	65.00	663.05	Yes
2804-ETQDK	Male	0	No	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.55	1357.10	No
6689-VRRTK	Female	1	No	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.80	4860.35	No
7138-GIRSH	Male	0	No	No	50	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	69.50	3418.20	No
9396-ZSFLL	Female	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	48.85	631.40	No
6464-KEXXH	Male	0	No	No	8	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.25	186.30	No
7134-MJPDY	Female	1	No	No	66	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	102.85	6976.75	No
5240-CAOYT	Female	0	No	No	57	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	87.55	4884.85	No
4059-IIEBK	Female	0	No	No	7	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	78.55	522.95	No
4881-JVQOD	Male	1	Yes	Yes	10	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	34.55	362.60	No
0516-UXRMT	Female	0	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	92.05	5755.80	No
4851-BQDNX	Male	0	Yes	Yes	40	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	85.05	3355.65	No
5148-HKFIR	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	406.95	No
1009-IRMNA	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.00	137.60	Yes
3003-CMDUU	Female	0	Yes	No	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.15	2395.70	No
5016-IBERQ	Male	0	Yes	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	84.25	1968.10	No
6797-UCJHZ	Female	1	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	104.60	6819.45	No
2469-DTSGX	Female	1	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	111.65	7943.45	No
4554-YGZIH	Male	1	Yes	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	creditCard	90.05	4547.25	Yes
5099-BAILX	Male	1	Yes	Yes	43	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	110.75	4687.90	Yes
9931-KGHOA	Female	0	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	55.00	2473.95	No
1775-KWJKQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.85	6562.90	No
7665-VIGUD	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.35	176.30	No
9411-TPQQV	Female	0	No	No	40	No	No phone service	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	54.55	2236.20	No
7207-RMRDB	Female	0	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	6985.65	Yes
7954-MLBUN	Male	0	No	No	31	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	99.45	3109.90	No
2077-DDHJK	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	70.90	4911.35	No
4913-EHYUI	Male	1	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.55	5794.65	Yes
0195-IESCP	Male	0	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.25	855.30	Yes
9574-BOSMD	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.40	1620.20	No
4580-TMHJU	Female	0	Yes	Yes	43	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	56.15	2499.30	Yes
0970-ETWGE	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.55	89.55	Yes
4908-XAXAY	Female	1	No	No	49	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	89.85	4287.20	No
8404-VLQFB	Female	0	Yes	Yes	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	25.25	394.85	No
1626-ERCMM	Male	1	Yes	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.55	1899.65	Yes
0887-HJGAR	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.70	45.70	Yes
2391-IPLOP	Male	0	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	69.65	3442.15	No
5644-PDMZC	Female	1	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.50	161.50	Yes
3509-GWQGF	Male	1	No	No	24	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.00	1732.60	No
9576-ANLXO	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.55	222.30	Yes
2024-BASKD	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	74.60	74.60	Yes
5845-BZZIB	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	655.30	No
1140-UKVZG	Female	0	No	No	17	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.80	475.25	No
4160-AMJTL	Female	1	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.65	164.30	Yes
5183-SNMJQ	Male	0	No	No	10	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	95.10	865.10	No
8100-PNJMH	Male	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.85	6132.70	No
7838-LAZFO	Male	0	Yes	No	45	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	78.80	3597.50	No
4464-JCOLN	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.85	35.90	Yes
2085-JVGAD	Male	0	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.35	697.65	No
5650-VDUDS	Female	0	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.25	96.05	Yes
8095-WANWK	Female	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.25	428.70	No
3030-ZKIWL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	No
9565-FLVCG	Male	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	twoYear	Yes	mailedCheck	69.55	4459.15	No
8755-OGKNA	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.50	1167.60	No
2800-VEQXM	Female	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	74.75	238.10	No
7538-GWHML	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	145.15	Yes
5533-RJFTJ	Male	0	No	No	49	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	30.20	1453.10	No
3859-CVCET	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	191.05	Yes
0214-JHPFW	Female	0	Yes	No	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	57.80	4039.30	No
5642-MHDQT	Female	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.85	1039.45	No
3088-FVYWK	Male	0	Yes	Yes	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.55	1336.10	No
3276-HDUEG	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.05	75.05	Yes
9092-GDZKO	Male	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	24.85	493.40	No
0823-HSCDJ	Male	1	No	No	52	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.15	2550.90	Yes
3729-OWRVL	Male	1	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.35	7246.15	No
2324-AALNO	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.55	1203.95	No
0822-GAVAP	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	34.70	62.25	Yes
5760-IFJOZ	Male	0	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	107.95	313.60	No
2826-UWHIS	Male	0	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	81.40	3775.85	No
1448-PWKYE	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.00	80.00	Yes
7501-IWUNG	Female	0	Yes	Yes	61	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	73.80	4616.05	No
4957-TREIR	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	64.40	195.65	No
7251-LJBQN	Female	1	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	103.75	4188.40	No
8040-MNRTF	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	71.10	71.10	No
1536-HBSWP	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.90	49.90	No
5313-FPXWG	Male	0	No	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.60	1266.40	No
0067-DKWBL	Male	1	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.25	91.10	Yes
0946-FKYTX	Male	0	No	No	52	No	No phone service	DSL	No	Yes	No	No	No	No	oneYear	No	mailedCheck	30.10	1623.40	No
5076-YVXCM	Male	0	No	No	51	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	83.40	4149.45	No
8262-COGGB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.45	20.45	No
6663-JOCQO	Male	0	Yes	Yes	31	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	75.25	2344.50	No
9620-QJREV	Male	0	No	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.55	1013.05	No
2276-YDAVZ	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.10	270.70	Yes
2682-KEVRP	Female	1	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.05	417.00	No
2480-JZOSN	Female	0	Yes	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.65	20.65	No
0078-XZMHT	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.15	6316.20	No
5896-NPFWW	Male	0	Yes	Yes	3	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	50.15	168.15	Yes
9978-HYCIN	Male	1	Yes	Yes	47	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	84.95	4018.05	No
8338-QIUNR	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	66.50	4811.60	No
1525-LNLOJ	Male	0	Yes	Yes	66	Yes	Yes	DSL	No	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	63.30	4189.70	No
9450-TRJUU	Male	0	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	83.15	2848.45	No
1766-GKNMI	Male	0	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	2516.20	No
6942-LBFDP	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.55	33.60	No
1456-TWCGB	Male	0	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.25	208.45	No
7133-VBDCG	Female	0	No	No	25	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.85	2015.35	Yes
7596-ZYWBB	Female	0	No	No	65	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	59.60	3739.80	No
8329-UTMVM	Male	1	No	No	27	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.65	2964.00	No
3014-WJKSM	Male	0	Yes	No	29	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.30	2263.40	No
3347-YJZZE	Male	0	Yes	Yes	29	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	80.10	2211.80	No
1029-QFBEN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	19.55	Yes
7929-DMBCV	Female	0	Yes	No	20	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	81.00	1683.70	No
9661-JALZV	Female	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.70	1519.00	No
5433-KYGHE	Female	0	No	Yes	14	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	86.00	1164.05	No
4312-KFRXN	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.40	1710.90	No
5575-TPIZQ	Male	0	No	No	46	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	89.15	4245.55	No
0114-IGABW	Female	0	Yes	No	71	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	58.25	4145.90	No
9944-AEXBM	Male	0	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.65	2664.30	No
1853-ARAAQ	Female	0	No	No	26	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	50.35	1277.50	No
6952-OMNWB	Male	1	Yes	No	68	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	80.35	5589.30	No
4697-LUPSU	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.20	34.75	No
8434-VGEQQ	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.55	1305.95	No
4952-YSOGZ	Female	0	Yes	Yes	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.95	381.30	Yes
1589-AGTLK	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.35	141.50	Yes
5244-IRFIH	Male	1	Yes	No	33	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.50	3105.55	Yes
6549-YMFAW	Male	1	Yes	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	21.25	204.55	No
4950-HKQTE	Female	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	26.25	605.90	No
6786-OBWQR	Female	0	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.85	356.10	No
2684-EIWEO	Female	1	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	creditCard	91.70	2758.15	Yes
2753-JMMCV	Male	0	No	No	65	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	74.20	4805.65	No
6439-GTPCA	Female	0	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	87.25	3941.70	Yes
6621-YOBKI	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	92.75	No
1216-JWVUX	Male	0	Yes	Yes	25	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.50	1901.05	No
7564-GHCVB	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	79.05	5730.70	No
1173-NOEYG	Female	0	Yes	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	bankTransfer	90.15	2423.40	No
7595-EHCDL	Male	0	Yes	Yes	32	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	50.60	1653.45	No
6647-ZEDXT	Female	0	No	No	30	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	110.45	3327.05	No
2521-NPUZR	Male	0	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	101.00	7085.50	No
1307-TVUFB	Male	1	No	No	42	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.35	3344.10	No
7503-MIOGA	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.85	6697.35	No
4381-MHQDC	Female	0	No	No	47	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	mailedCheck	65.00	2879.90	No
6923-JHPMP	Female	0	No	No	2	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.45	137.10	No
5138-WVKYJ	Male	0	No	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	98.55	1008.55	Yes
4018-PPNDW	Female	0	Yes	Yes	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.10	1551.60	No
1635-FJFCC	Female	0	No	No	5	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.05	202.15	No
2499-AJYUA	Female	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	7882.25	No
6919-ELBGL	Male	1	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.95	8196.40	No
3966-HRMZA	Female	1	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	75.05	202.90	No
6425-JWTDV	Male	0	Yes	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.25	855.10	No
8405-IGQFX	Female	0	No	No	63	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	oneYear	Yes	creditCard	90.05	5817.00	No
8224-IVVPA	Female	0	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	56.70	1652.95	No
9477-LGWQI	Male	0	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	80.15	5600.15	No
1410-RSCMR	Male	0	Yes	Yes	7	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	71.35	515.75	No
3115-CZMZD	Male	0	No	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.25	NA	No
0139-IVFJG	Female	0	Yes	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	90.35	190.50	No
6683-VLCTZ	Male	1	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.55	1842.80	Yes
5730-DBDSI	Male	0	No	No	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.70	1253.80	No
0030-FNXPP	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	57.20	No
2189-WWOEW	Female	0	No	Yes	15	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	85.90	1269.55	Yes
5684-FJVYR	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	90.35	6563.40	No
4013-GUXND	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.80	20.80	No
1894-IGFSG	Female	0	No	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.25	1907.85	Yes
7379-POKDZ	Male	0	Yes	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	208.85	Yes
1266-NZYUI	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	bankTransfer	66.85	4758.80	No
7969-FFOWG	Male	0	Yes	Yes	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.90	1292.60	No
4718-DHSMV	Female	0	No	No	11	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	35.80	363.15	No
5175-WLYXL	Male	0	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	78.85	1600.25	No
7817-OMJNA	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.40	275.70	No
8728-SKJLR	Male	0	No	No	41	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	74.25	3089.10	No
3137-NYQQI	Male	0	Yes	No	17	Yes	No	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	mailedCheck	64.80	1175.60	No
7706-DZNKK	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.45	237.30	No
0236-HFWSV	Male	0	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.35	1444.65	Yes
3900-AQPHZ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	19.90	Yes
5842-POCOP	Female	0	Yes	No	5	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	88.90	454.15	Yes
2037-XJFUP	Male	0	Yes	No	33	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	95.80	3036.75	Yes
8823-RLPWL	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	110.65	8065.65	No
9505-SQFSW	Female	0	Yes	Yes	3	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	No	mailedCheck	40.30	92.50	No
7314-OXENN	Male	0	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.00	184.65	Yes
3758-CKOQL	Female	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	107.00	6152.30	No
0322-CHQRU	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.35	89.50	Yes
5676-CFLYY	Male	0	Yes	Yes	71	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	73.35	5154.50	No
7521-AFHAB	Female	0	Yes	Yes	5	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.80	220.45	No
0285-INHLN	Male	0	Yes	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	54.75	1510.30	No
4678-DVQEO	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	52.20	52.20	Yes
5125-CNDSP	Male	0	No	Yes	63	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	40.60	2588.95	No
0691-IFBQW	Female	1	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	110.00	4874.80	Yes
4992-LTJNE	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	No	No	No	No	twoYear	No	bankTransfer	55.30	3983.60	No
2202-OUTMO	Female	0	Yes	No	34	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	Yes	bankTransfer	60.85	2003.60	No
0810-BDHAW	Female	0	Yes	Yes	24	Yes	Yes	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	78.40	1832.40	No
0229-LFJAF	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.65	4908.25	No
7131-ZQZNK	Female	0	Yes	Yes	60	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	59.85	3590.20	No
3442-ZHHCC	Male	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	76.90	5023.00	No
5726-CVNYA	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.85	146.60	No
9871-ELEYA	Female	0	No	Yes	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	creditCard	67.65	2339.30	No
4257-GAESD	Female	0	No	No	6	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	No	creditCard	45.00	298.70	No
5173-WXOQV	Male	0	Yes	No	2	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	64.20	143.65	No
2040-OBMLJ	Male	0	No	No	31	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	No	creditCard	81.70	2548.65	No
6286-ZHAOK	Female	0	Yes	Yes	20	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	25.55	507.40	No
3807-XHCJH	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.00	20.00	No
3009-JWMPU	Male	0	No	No	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	96.75	6125.40	Yes
5671-RQRLP	Female	1	Yes	No	70	Yes	Yes	fiberOptic	No	No	No	No	No	No	twoYear	Yes	creditCard	75.65	5411.40	No
1450-GALXR	Female	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.50	1058.25	Yes
8859-AXJZP	Male	0	Yes	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	23.80	903.80	No
3174-AKMAS	Female	0	Yes	No	46	Yes	No	DSL	No	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	64.20	3009.50	No
3138-BKYAV	Male	0	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	85.35	489.45	Yes
9926-PJHDQ	Female	0	Yes	Yes	72	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	76.80	5468.45	No
7382-DFJTU	Male	0	No	No	18	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	creditCard	55.20	1058.10	No
2798-NYLMZ	Male	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.55	7616.00	No
4289-DTDKW	Male	0	Yes	No	40	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.30	4113.10	Yes
1820-TQVEV	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	69.55	Yes
2239-JALAW	Male	0	No	No	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.25	6017.65	Yes
4853-RULSV	Male	0	No	No	70	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.00	7250.15	Yes
8098-TDCBU	Female	0	Yes	No	42	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	25.25	1108.20	No
3551-GAEGL	Male	0	Yes	Yes	34	No	No phone service	DSL	Yes	No	No	No	No	No	oneYear	No	bankTransfer	30.40	938.65	No
4785-NKHCX	Male	1	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.05	94.15	No
3196-NVXLZ	Female	0	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.60	2088.05	No
6275-YDUVO	Female	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	86.20	178.70	Yes
0036-IHMOT	Female	0	Yes	Yes	55	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.70	5656.75	No
0115-TFERT	Male	0	Yes	No	21	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.20	2317.10	Yes
4178-EGMON	Male	0	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	88.00	5986.45	No
4220-TINQT	Female	0	Yes	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.35	6751.35	No
5318-YKDPV	Male	0	Yes	Yes	43	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.15	3566.60	No
7975-TZMLR	Male	0	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.10	4889.30	No
0295-QVKPB	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	63.95	318.10	No
4335-BSMJS	Female	0	No	No	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.80	1563.95	No
2311-QYMUQ	Female	0	Yes	Yes	16	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	89.45	1430.25	Yes
3643-AHCFP	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.60	644.35	Yes
9146-JRIOX	Female	0	Yes	Yes	14	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	25.55	372.45	No
3104-OWCGK	Male	0	Yes	Yes	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	No	electronicCheck	90.95	5453.40	Yes
5337-IIWKZ	Male	0	Yes	Yes	34	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	44.85	1442.60	No
9101-BWFSS	Female	0	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	electronicCheck	108.55	5610.70	Yes
9650-VBUOG	Male	0	Yes	Yes	38	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.05	963.95	No
3487-EARAT	Female	0	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	74.10	5222.30	No
2672-TGEFF	Female	0	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.80	3340.55	No
9231-ZJYAM	Female	1	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.85	292.80	Yes
4250-WAROZ	Male	1	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.25	5774.55	No
8184-WMOFI	Male	0	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	71.40	4487.30	No
6982-SSHFK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.40	44.40	Yes
6092-QZVPP	Male	0	No	No	36	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	79.20	2854.95	No
4625-LAMOB	Male	0	No	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.40	905.55	No
0727-BMPLR	Female	1	No	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.00	5509.30	Yes
0392-BZIUW	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	105.00	7589.80	No
1038-ZAGBI	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.80	229.60	Yes
6549-NNDYT	Female	0	No	No	13	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	30.85	394.10	No
3027-ZTDHO	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.90	89.90	Yes
0422-OHQHQ	Female	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.55	295.95	No
6916-HIJSE	Female	0	No	No	65	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.85	5459.20	No
2316-ESMLS	Female	0	Yes	Yes	12	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	33.15	444.75	No
9778-OGKQZ	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.00	6782.15	No
7408-OFWXJ	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.80	6510.45	No
6007-TCTST	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.80	8476.50	No
2252-NKNSI	Male	0	No	Yes	52	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	85.15	4461.85	No
8713-IGZSO	Male	0	No	No	2	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.85	62.00	No
7905-TVXTA	Female	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	64.35	352.65	No
7695-PKLCZ	Female	0	No	No	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.50	1424.90	No
2382-BCKQJ	Female	0	No	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.15	6413.65	Yes
8374-UULRV	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	86.05	6309.65	No
2207-NHRJK	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.80	50.80	Yes
3224-DFQNQ	Female	0	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	No	electronicCheck	89.00	5898.60	No
5275-PMFUT	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.80	4719.75	No
4795-UXVCJ	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.80	457.30	No
9777-IQHWP	Male	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	twoYear	No	bankTransfer	93.40	5822.30	No
0947-MUGVO	Male	1	Yes	No	20	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.65	1463.50	Yes
9944-HKVVB	Female	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	307.40	Yes
4124-MMETB	Male	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.65	2104.55	Yes
3671-SHRSP	Male	0	Yes	No	4	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	80.60	319.15	Yes
0979-MOZQI	Male	0	Yes	No	62	No	No phone service	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	bankTransfer	39.00	2337.45	No
2732-ISEZX	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.50	104.30	No
3313-QKNKB	Male	0	Yes	No	59	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	oneYear	No	electronicCheck	85.55	5084.65	Yes
0323-XWWTN	Male	0	No	Yes	3	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	26.40	121.25	No
1937-OTUKY	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	98.20	7015.90	No
1573-LGXBA	Male	0	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	97.55	5598.00	No
1764-VUUMT	Male	0	No	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.95	1269.10	No
5073-WXOYN	Female	0	No	No	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.80	3027.40	Yes
4713-ZBURT	Male	0	No	Yes	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	99.70	4634.35	No
3050-GBUSH	Female	0	No	No	3	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	34.80	113.95	No
0207-MDKNV	Female	0	No	No	15	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	105.10	1582.75	Yes
7876-AEHIG	Female	0	No	Yes	51	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	60.15	3077.00	No
7945-HLKEA	Female	0	No	No	60	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	64.75	4039.50	No
9342-VNIMQ	Male	0	No	No	33	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	54.65	1665.20	No
9851-KIELU	Male	0	No	No	10	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.10	1043.30	Yes
3523-BRGUW	Male	1	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.30	504.20	No
3908-BLSYF	Female	0	No	No	6	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	83.90	497.55	Yes
3199-NPKCN	Female	0	Yes	No	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.25	7511.65	No
5170-PTRKA	Female	0	Yes	Yes	49	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	creditCard	35.80	1782.00	No
4661-NJEUX	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.05	20.05	No
2123-AGEEN	Female	1	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.35	609.65	No
1258-YMZNM	Female	1	No	No	27	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	110.50	2857.60	No
0048-LUMLS	Male	0	Yes	Yes	37	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	creditCard	91.20	3247.55	No
7549-MYGPK	Female	0	Yes	Yes	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	100.55	6215.35	Yes
5898-IGSLP	Male	0	Yes	Yes	31	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	89.30	2823.00	No
3804-RVTGV	Male	0	Yes	Yes	50	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	103.85	5017.90	Yes
6259-WJQLC	Male	1	No	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	81.10	2619.25	No
9227-LUNBG	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.60	24.60	Yes
7997-EASSD	Female	0	Yes	No	63	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	creditCard	81.20	4965.10	No
0730-KOAVE	Male	0	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.30	2679.70	No
8975-SKGRX	Male	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.10	8310.55	No
0678-RLHVP	Female	0	No	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	105.55	5682.25	No
4315-MURBD	Female	0	No	No	12	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	98.90	1120.95	Yes
2267-FPIMA	Male	0	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.40	4914.90	No
1051-GEJLJ	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.50	27.55	No
9734-YWGEX	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	98.30	923.50	Yes
2719-BDAQO	Male	0	No	No	17	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	93.85	1625.65	Yes
5285-MVEHD	Female	0	Yes	No	56	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.60	6068.65	No
0379-DJQHR	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	81.35	5398.60	No
0781-LKXBR	Male	1	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	918.60	Yes
5543-QDCRY	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	56.40	234.85	No
0297-RBCSG	Male	0	No	No	19	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	65.35	1231.85	No
4694-PHWFW	Female	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	170.90	No
0835-JKADZ	Female	0	No	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.25	7984.15	No
1907-UBQFC	Male	1	No	No	10	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	72.85	688.65	Yes
7508-SMHXL	Female	1	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	creditCard	89.00	1288.30	No
3865-YIOTT	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.10	7848.50	No
5993-BQHEA	Male	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.05	267.00	No
6024-RUGGH	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.20	1798.90	No
6513-EECDB	Male	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.55	73.55	Yes
3956-CJUST	Female	1	No	No	23	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.40	1643.55	No
4079-WWQQQ	Male	0	No	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.55	4807.45	No
6103-BOCOU	Female	0	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.70	2193.00	No
5149-TGWDZ	Female	0	No	No	21	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	104.55	2239.40	No
7471-WNSUF	Male	0	Yes	No	60	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.15	1505.90	No
8942-DBMHZ	Male	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	255.35	No
4301-VVZKA	Male	0	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	1189.40	No
9199-PWQVC	Female	0	Yes	No	63	Yes	Yes	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	79.70	4786.15	No
4824-GUCBY	Female	1	No	No	22	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.70	1820.90	No
5393-HJZSM	Female	0	Yes	Yes	32	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	bankTransfer	76.30	2404.15	No
7074-IEVOJ	Female	1	No	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.40	205.05	Yes
9625-QSTYE	Female	0	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	81.15	952.30	Yes
0862-PRCBS	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	103.75	7039.45	No
8812-ZRHFP	Female	0	Yes	Yes	30	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	oneYear	No	electronicCheck	86.45	2538.05	No
5146-CBVOE	Female	0	No	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	75.10	1212.85	No
0454-OKRCT	Male	0	No	No	33	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	twoYear	No	bankTransfer	80.60	2651.10	No
5787-KXGIY	Male	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.30	1304.80	No
4750-ZRXIU	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	360.10	Yes
4198-VFOEA	Female	0	No	No	12	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	33.60	435.45	No
6630-UJZMY	Female	1	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.25	308.05	No
5709-LVOEQ	Female	0	Yes	Yes	0	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	mailedCheck	80.85	NA	No
6400-BWQKW	Female	0	No	No	6	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.05	434.50	Yes
2692-AQCPF	Female	0	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	108.05	7118.90	No
0347-UBKUZ	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	320.45	No
0835-DUUIQ	Female	0	No	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	21.05	531.55	No
0811-GSDTP	Female	0	No	Yes	13	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.15	382.20	No
7567-ECMCM	Male	0	No	No	24	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	79.85	2001.00	No
6115-ZTBFQ	Female	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	65.50	4919.70	No
6353-BRMMA	Female	0	Yes	Yes	54	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	104.10	5645.80	No
6680-WKXRZ	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.40	215.80	Yes
6231-WFGFH	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.50	77.60	No
9904-EHEVJ	Female	1	Yes	Yes	32	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	91.35	2896.55	No
7028-DVOIQ	Male	1	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.05	3395.80	Yes
6169-PPETC	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.50	759.35	No
4208-UFFGW	Male	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.95	85.15	Yes
8584-KMVXD	Female	0	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	75.60	535.55	No
8467-WYNSR	Male	0	No	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	55.10	1253.15	No
0851-DFJKB	Female	0	No	No	15	Yes	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	58.95	955.15	No
5382-SOYZL	Male	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	2162.60	No
9448-REEVD	Male	0	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	44.70	44.70	Yes
3261-CQXOL	Female	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.45	1813.35	No
8388-FYNPZ	Male	0	No	No	4	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	electronicCheck	56.75	245.15	No
4002-BQWPQ	Male	0	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	bankTransfer	81.75	2028.80	No
5651-YLPRD	Female	0	Yes	Yes	32	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	86.10	2723.75	No
2826-DXLQO	Male	1	Yes	No	7	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	29.80	220.45	No
4378-BZYFP	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.50	365.80	No
9489-UTFKA	Male	1	Yes	No	8	Yes	No	DSL	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	60.90	551.95	No
4849-PYRLQ	Female	1	No	No	56	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	73.25	4054.20	No
9117-SHLZX	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.70	45.70	Yes
9889-TMAHG	Male	1	No	No	8	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	No	creditCard	100.30	832.35	Yes
4541-RMRLG	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.25	112.30	Yes
7764-BDPEE	Male	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.85	60.65	No
3429-IFLEM	Female	0	No	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	77.35	5550.10	No
3158-MOERK	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.00	174.80	Yes
7294-TMAOP	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.55	90.55	Yes
5002-GCQFH	Male	0	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	93.85	4733.10	No
0556-FJEGU	Male	0	No	No	58	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	70.10	4048.95	No
8919-FYFQZ	Male	1	Yes	No	44	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.35	1359.70	Yes
0604-THJFP	Female	0	Yes	Yes	59	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	75.95	4542.35	No
2834-JRTUA	Male	0	No	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.05	7532.15	Yes
5875-YPQFJ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	Yes
5879-SESNB	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	888.65	No
6646-QVXLR	Male	1	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.75	6383.35	Yes
6461-PPAXN	Female	0	Yes	Yes	35	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	54.95	1916.00	No
3318-ISQFQ	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.50	413.00	No
1106-HRLKZ	Male	0	Yes	Yes	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	808.95	No
2483-XSSMZ	Female	0	No	No	39	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	47.85	1886.40	No
8603-IJWDN	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.60	86.60	Yes
8165-ZJRNM	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.75	1679.25	No
9369-XFEHK	Female	1	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.60	2656.50	Yes
2604-XVDAM	Female	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	43.80	540.95	No
3717-OFRTN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.75	19.75	No
9046-JBFWA	Male	0	No	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.15	537.35	No
3280-NMUVX	Male	0	Yes	Yes	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.60	678.80	No
1206-EHBDD	Female	0	Yes	No	56	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	twoYear	No	bankTransfer	80.30	4513.65	No
8361-LBRDI	Female	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.35	1423.85	No
4883-KCPZJ	Female	0	Yes	Yes	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.25	555.40	No
9108-EQPNQ	Female	0	Yes	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	26.10	225.55	No
7277-KAMWT	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.00	268.45	No
3842-IYKUE	Female	0	No	No	35	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	No	creditCard	85.30	2917.50	Yes
6641-XRPSU	Female	0	No	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.00	2416.10	Yes
1374-DMZUI	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.30	424.45	Yes
2545-LXYVJ	Male	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.70	1492.10	No
3234-VKACU	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	70.30	132.40	No
8357-EQXFO	Female	0	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.35	660.90	Yes
1989-PRJHP	Male	1	Yes	No	27	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	1893.95	Yes
8120-JDCAM	Male	0	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.55	284.90	No
8917-FAEMR	Female	0	No	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.85	784.25	No
7047-YXDMZ	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	417.70	No
2858-EIMXH	Female	1	Yes	No	53	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	95.85	5016.25	No
9524-EGPJC	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	90.10	1612.75	Yes
6993-OHLXR	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.95	119.75	Yes
8818-XYFCQ	Male	0	Yes	Yes	32	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	creditCard	99.55	3204.65	Yes
6419-ZTTLE	Male	1	Yes	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	20.75	485.20	No
0929-HYQEW	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.15	160.85	No
6614-YOLAC	Female	0	Yes	Yes	71	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	mailedCheck	58.65	4145.25	No
7426-RHZGU	Male	0	No	No	9	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	95.90	827.45	No
4065-JJAVA	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	49.50	49.50	No
4695-VADHF	Male	0	Yes	Yes	18	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	57.45	990.85	Yes
3863-IUBJR	Male	0	Yes	Yes	12	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	creditCard	53.65	696.35	Yes
7649-SIJJF	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	80.10	5585.40	No
9361-YNQWJ	Female	0	No	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.40	1601.20	No
3748-FVMZZ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	40.05	162.45	No
9391-TTOYH	Female	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.50	470.20	No
1452-XRSJV	Female	0	Yes	Yes	39	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	51.05	2066.00	No
3422-WJOYD	Male	0	Yes	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.35	1426.45	No
8242-SOQUO	Female	1	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	84.70	392.50	No
7460-ITWWP	Female	1	Yes	No	45	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	86.10	3861.45	No
7147-AYBAA	Male	0	No	No	37	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.35	2552.90	No
7868-TMWMZ	Female	1	Yes	No	60	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.00	6668.35	No
4822-RVYBB	Male	1	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	819.40	Yes
6732-FZUGP	Female	0	No	No	47	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	creditCard	94.90	4615.25	No
8436-BJUMM	Male	0	Yes	Yes	26	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.75	2070.60	Yes
4184-TJFAN	Female	1	Yes	Yes	3	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	88.30	273.75	Yes
8329-GWVPJ	Female	0	Yes	Yes	50	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.75	3557.70	No
1352-VHKAJ	Male	0	Yes	Yes	27	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	71.60	1957.10	No
4145-UQXUQ	Female	1	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	92.10	729.95	Yes
2632-TACXW	Female	0	Yes	No	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.65	1416.75	No
8146-QQKZH	Female	0	Yes	No	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	81.85	5924.40	No
1767-CJKBA	Male	0	No	No	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.10	1697.70	No
6445-TNRXS	Male	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.70	7849.85	No
4581-LNWUM	Female	0	No	No	13	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	49.15	649.40	No
4869-EPIUS	Male	0	Yes	No	56	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	electronicCheck	80.90	4557.50	No
9948-YPTDG	Male	0	Yes	No	38	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.45	3013.05	Yes
1236-WFCDV	Male	1	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	creditCard	90.45	1266.10	Yes
1915-OAKWD	Female	0	No	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.30	360.35	No
7296-PIXQY	Female	0	Yes	Yes	14	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.20	1046.50	No
4883-QICIH	Male	0	Yes	Yes	32	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.75	2347.90	Yes
3354-OADJP	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	54.25	447.75	No
3524-WQDSG	Female	0	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.30	4209.95	No
0810-DHDBD	Female	0	No	No	52	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	creditCard	74.00	3877.65	No
4026-SKKHW	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.25	152.30	No
2829-HYVZP	Male	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.80	572.20	No
8329-IBCTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	19.65	Yes
1271-SJBGZ	Male	1	No	No	12	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	43.65	526.95	Yes
3845-JHAMY	Female	0	Yes	Yes	16	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	creditCard	35.50	552.70	No
7013-PSXHK	Female	0	No	No	40	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	80.75	3208.65	No
5669-SRAIP	Female	0	No	No	5	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	39.50	210.75	Yes
5981-ITEMU	Male	0	Yes	No	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	97.10	3706.95	Yes
3486-NPGST	Female	0	No	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.55	620.75	No
6941-PMGEP	Female	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.00	412.50	Yes
1624-WOIWJ	Female	0	No	No	10	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.70	832.05	Yes
2074-GKOWZ	Male	0	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	89.55	185.55	Yes
0376-YMCJC	Male	0	No	No	23	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	90.60	1943.20	Yes
6100-FJZDG	Male	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.05	505.90	No
4829-ZLJTK	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	112.40	8046.85	No
1730-VFMWO	Female	0	Yes	No	34	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	50.20	1815.30	No
7143-BQIBA	Male	0	No	No	10	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	No	bankTransfer	62.25	612.95	No
3800-LYTRK	Female	0	No	No	14	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	55.70	795.15	No
0634-SZPQA	Female	0	No	No	23	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	90.05	2169.80	Yes
9646-NMHXE	Male	0	Yes	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.65	973.10	No
7030-NJVDP	Male	0	Yes	No	24	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.25	2210.20	No
5536-RTPWK	Male	0	Yes	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	99.05	4853.75	Yes
8883-GRDWQ	Male	1	No	No	20	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.00	1055.90	No
6166-ILMNY	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.75	144.55	Yes
3097-NNSPB	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	49.05	91.10	Yes
7771-ZONAT	Male	0	No	No	22	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	56.75	1304.85	No
0655-RBDUG	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	98.05	713.00	Yes
2111-DWYHN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	21.10	21.10	No
4194-WHFCB	Female	0	Yes	Yes	59	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	96.65	5580.80	No
4121-AGSIN	Female	0	Yes	Yes	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	24.50	1497.90	No
4361-BKAXE	Female	0	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	114.50	4527.45	Yes
9845-PEEKO	Female	1	No	No	59	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	twoYear	Yes	creditCard	79.20	4590.35	No
0455-XFASS	Female	0	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	200.20	No
0301-KOBTQ	Male	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.05	614.45	No
1751-NCDLI	Male	1	Yes	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.85	4564.90	No
4367-NUYAO	Male	0	Yes	Yes	0	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.75	NA	No
9878-TNQGW	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.95	171.15	Yes
9170-ARBTB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.60	1012.40	No
4441-NIHPT	Female	1	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.30	940.35	Yes
8999-BOHSE	Female	1	No	No	11	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	89.70	1047.70	Yes
7241-AJHFS	Male	0	No	No	32	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	87.65	2766.40	No
7029-RPUAV	Male	1	Yes	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	100.45	1622.45	Yes
4546-FOKWR	Female	0	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.75	1129.35	No
9036-CSKBW	Female	0	No	No	51	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	107.45	5680.90	No
5832-TRLPB	Male	0	No	No	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	75.35	2243.90	No
8590-YFFQO	Male	0	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	64.95	4523.25	No
8659-IOOPU	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	electronicCheck	100.45	7159.70	No
1338-CECEE	Male	0	Yes	Yes	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	68.50	2839.95	No
7439-DKZTW	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.55	80.55	No
4646-QZXTF	Female	0	Yes	No	7	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	81.25	580.10	No
4607-CHPCA	Male	0	Yes	Yes	25	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	90.40	2178.60	Yes
9742-XOKTS	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	No	electronicCheck	89.55	6038.55	No
6921-OZMFH	Male	0	Yes	Yes	5	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.70	259.40	No
9578-FOMUK	Male	0	No	Yes	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	24.80	324.15	No
4712-UYOOI	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.00	417.65	No
8824-RWFXJ	Male	0	Yes	Yes	3	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	56.15	168.15	Yes
7722-CVFXN	Male	0	Yes	Yes	54	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.20	5637.85	No
8717-VCTXJ	Male	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.55	839.40	No
7363-QTBIW	Female	0	Yes	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.75	769.10	No
4159-NAAIX	Female	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	97.45	6253.00	No
0971-QIFJK	Female	0	Yes	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.25	1641.80	No
9397-TZSHA	Female	0	No	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.60	1678.05	No
3391-JSQEW	Male	0	Yes	No	40	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.15	2058.50	No
0343-QLUZP	Male	0	No	No	60	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	39.60	2424.50	No
9763-PDTKK	Female	0	No	No	4	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	94.40	387.20	Yes
2176-LVPNX	Female	1	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	89.85	6293.45	No
7627-JKIAZ	Female	0	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	78.95	2839.65	Yes
3312-UUMZW	Male	0	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.85	3145.90	No
1271-UODNO	Male	0	No	No	39	Yes	Yes	DSL	No	No	No	Yes	No	No	twoYear	Yes	creditCard	53.85	2200.70	No
8461-EFQYM	Female	0	No	No	38	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	24.25	914.40	No
6900-RBKER	Male	0	No	No	52	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	twoYear	Yes	creditCard	89.45	4577.75	No
6891-JPYFF	Female	0	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	105.25	4997.50	No
1459-QNFQT	Male	0	Yes	Yes	70	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	59.50	4144.80	No
1047-NNCBF	Male	0	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.55	1493.55	No
3696-XRIEN	Female	0	No	No	50	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.50	4179.10	No
4081-DYXAV	Female	0	No	No	19	No	No phone service	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	44.85	893.55	Yes
0074-HDKDG	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	61.60	1611.00	No
8791-GFXLZ	Male	0	No	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	49.05	593.05	No
8111-SLLHI	Male	1	Yes	No	39	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.65	4284.80	Yes
0927-LCSMG	Male	0	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	74.65	544.55	Yes
9330-DHBFL	Female	0	Yes	Yes	23	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	mailedCheck	66.25	1533.80	No
0098-BOWSO	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.40	529.80	No
3452-ABWRL	Male	1	No	No	47	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	86.05	3865.60	No
5859-HZYLF	Male	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.15	515.75	No
8257-RZAHR	Female	0	Yes	No	14	Yes	Yes	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	64.70	941.00	Yes
5293-WXJAK	Female	1	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.05	1133.65	Yes
3156-QLHBO	Male	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.25	48.35	No
2208-NQBCT	Female	0	Yes	Yes	26	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.95	2070.05	No
1779-PWPMG	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.65	8333.95	No
6621-NRZAK	Female	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.00	1209.25	No
0831-JNISG	Male	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.80	1396.25	No
0774-IFUVM	Male	0	Yes	Yes	11	Yes	Yes	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	65.15	723.35	No
3082-WQRVY	Male	1	Yes	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	228.65	No
9553-DLCLU	Female	0	No	Yes	13	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.95	1161.75	No
1641-BYBTK	Male	0	No	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.20	98.35	No
2460-NGXBJ	Male	1	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.20	775.30	No
2446-ZKVAF	Male	0	Yes	No	18	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	56.80	1074.65	No
0841-NULXI	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.55	35.55	Yes
3522-CDKHF	Female	0	Yes	No	32	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.50	2324.70	No
1430-SFQSA	Male	0	No	No	29	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	35.60	1072.60	No
0411-EZJZE	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	60.25	170.50	No
7851-WZEKY	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.15	196.90	Yes
8844-TONUD	Male	0	Yes	Yes	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	96.65	1162.85	Yes
8807-ARQET	Female	0	No	No	41	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	40.35	1677.85	No
8992-CEUEN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	18.85	18.85	No
4320-QMLLA	Male	0	No	No	7	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	54.85	370.40	No
8777-PVYGU	Female	0	Yes	No	52	Yes	No	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	mailedCheck	64.30	3410.60	No
8292-ITGYJ	Female	0	Yes	Yes	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.65	1138.80	No
6870-ZWMNX	Male	0	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	76.10	5264.25	No
0621-CXBKL	Female	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	18.70	1005.70	No
5268-DSMNQ	Female	1	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	97.95	5936.55	No
5334-JLAXU	Female	0	Yes	No	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.10	5475.90	No
4086-YQSNZ	Female	1	Yes	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.40	224.05	Yes
6242-MBHPK	Female	1	Yes	No	23	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	2326.05	No
5868-CZJDR	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	31.35	31.35	Yes
9359-UGBTK	Female	0	No	No	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	72.35	4991.50	No
0135-NMXAP	Female	0	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.75	1052.40	Yes
4782-OSFXZ	Female	1	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	82.70	5831.20	No
6479-OAUSD	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.90	510.80	No
7129-ACFOG	Female	0	No	No	5	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	53.80	283.95	No
4189-NAKJS	Male	0	No	No	26	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	51.55	1295.40	No
5562-BETPV	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	19.65	No
1282-IHQAC	Male	1	No	No	70	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	44.05	3011.65	No
9127-FHJBZ	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.00	8093.15	No
6270-OMFIW	Male	0	Yes	No	60	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	94.40	5610.25	Yes
1641-RQDAY	Female	1	Yes	Yes	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.40	3217.65	No
0107-WESLM	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.85	19.85	Yes
6994-ORCWG	Female	0	No	No	14	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	54.25	773.20	No
1346-UFHAX	Female	0	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	80.00	1029.35	No
3992-YWPKO	Female	0	No	No	6	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	109.90	669.45	Yes
2933-XEUJM	Female	0	No	No	46	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	mailedCheck	79.20	3593.80	No
0125-LZQXK	Male	0	No	No	15	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.35	1553.95	Yes
5461-QKNTN	Male	1	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	94.30	3953.15	No
4835-YSJMR	Male	0	No	No	39	Yes	No	DSL	No	No	No	Yes	No	No	twoYear	Yes	bankTransfer	49.80	1971.15	No
8399-YNDCH	Male	1	No	No	21	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	60.05	1236.15	Yes
3164-YAXFY	Male	0	No	No	57	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	53.75	3196.00	No
0887-WBJVH	Female	0	Yes	No	53	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	93.45	4872.20	No
4660-IRIBM	Male	0	Yes	Yes	18	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	87.90	1500.50	No
5673-FSSMF	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	60.15	60.15	Yes
7670-ZBPOQ	Female	0	Yes	No	58	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	61.05	3478.75	No
8089-UZWLX	Female	1	No	No	71	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	104.05	7413.55	No
0080-OROZO	Female	0	No	No	35	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	99.25	3532.00	No
3916-NRPAP	Male	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	85.70	256.75	No
6807-SIWJI	Male	0	No	No	38	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	104.85	3887.25	No
8221-HVAYI	Male	0	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	69.15	2490.15	No
1579-KLYDT	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	90.45	593.45	Yes
5232-NXPAY	Female	0	No	No	47	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	74.45	3510.30	No
8967-SZQAS	Female	0	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.45	765.45	No
4468-KAZHE	Female	1	Yes	No	20	Yes	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	60.00	1259.35	No
0455-ENTCR	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	85.25	5538.35	No
8944-AILEF	Male	0	Yes	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.45	340.85	No
5542-NKVRU	Female	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.75	844.45	No
7126-RBHSD	Female	0	Yes	No	17	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	78.90	1348.95	No
5370-IIVVL	Male	0	No	No	37	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	104.50	3778.00	No
6789-HJBWG	Female	0	No	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.40	611.65	No
3927-NLNRY	Male	0	Yes	No	53	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	94.25	4867.95	Yes
9087-EYCPR	Female	0	No	No	60	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.00	1505.05	No
6791-YBNAK	Male	0	Yes	Yes	18	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.55	467.85	No
6358-LYNGM	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	74.90	Yes
6077-BDPXA	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	194.20	No
0013-MHZWF	Female	0	No	Yes	9	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	69.40	571.45	No
5494-HECPR	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.25	80.25	Yes
8268-YDIXR	Male	0	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	93.15	5253.95	No
9824-BEMCV	Male	0	Yes	Yes	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.00	1149.65	Yes
1373-ORVIZ	Female	0	Yes	Yes	11	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	66.35	740.80	Yes
4291-SHSBH	Male	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	521.35	No
6980-IMXXE	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.20	1412.65	No
9866-QEVEE	Male	0	No	No	19	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	86.00	1532.45	Yes
9897-KXHCM	Female	0	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.30	250.05	Yes
0040-HALCW	Male	0	Yes	Yes	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.40	1090.60	No
0784-GTUUK	Male	0	Yes	No	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	23.75	1446.80	No
7979-CORPM	Male	0	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	90.55	2282.55	Yes
2294-DMMUS	Female	0	Yes	Yes	62	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	70.45	4300.45	No
0872-JCPIB	Male	0	No	No	17	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	No	bankTransfer	65.75	1111.20	No
3055-MJDSB	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.60	190.10	No
9091-WTUUY	Male	0	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	69.25	4447.75	No
1618-CFHME	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.90	143.35	Yes
3165-HDOEW	Male	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	Yes
6581-NQCBA	Female	0	Yes	No	16	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	49.95	810.20	Yes
7115-IRDHS	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.65	1830.05	No
8496-DMZUK	Male	0	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	90.40	2820.65	No
2040-VZIKE	Female	0	Yes	No	49	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	100.85	4847.35	No
9068-VPWQQ	Male	0	Yes	No	61	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	75.35	4729.30	No
0178-SZBHO	Male	0	Yes	Yes	47	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	87.20	4017.45	No
0384-RVBPI	Male	0	No	No	20	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	creditCard	64.40	1398.60	No
1689-MRZQR	Male	0	Yes	Yes	34	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.30	2564.30	Yes
1299-AURJA	Female	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.70	1685.90	No
4525-VZCZG	Male	0	No	Yes	54	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.85	5826.65	No
1543-LLLFT	Male	1	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	mailedCheck	98.30	6066.55	No
5835-BEQEU	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.95	228.40	Yes
2788-CJQAQ	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.45	270.20	No
5565-FILXA	Female	1	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.15	1529.20	Yes
0319-QZTCO	Female	0	Yes	Yes	3	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	58.70	168.60	No
2120-SMPEX	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.15	536.35	No
0096-FCPUF	Male	0	No	No	30	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	64.50	1888.45	No
0668-OGMHD	Female	0	Yes	No	21	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	28.50	629.35	No
5552-ZNFSJ	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.30	45.30	Yes
2223-KAGMX	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.40	289.30	Yes
6507-ZJSUR	Male	1	Yes	No	23	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.45	2117.25	No
9408-HRXRK	Female	0	Yes	Yes	45	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	105.15	4730.90	No
5593-SUAOO	Female	0	Yes	Yes	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	bankTransfer	83.15	2033.05	No
7321-PKUYW	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	90.15	987.95	Yes
2833-SLKDQ	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.05	45.05	Yes
6766-HFKLA	Female	0	Yes	No	56	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	103.20	5744.35	No
7595-EUIVN	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	75.80	75.80	Yes
7617-EYGLW	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.45	19.45	No
2026-TGDHM	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.30	523.15	Yes
9220-ZNKJI	Female	1	Yes	No	55	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	No	creditCard	88.80	4805.30	No
4030-VPZBD	Female	0	No	No	2	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	30.90	59.05	Yes
2226-ICFDO	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.90	6110.75	No
0723-VSOBE	Female	1	No	No	45	No	No phone service	DSL	No	No	No	No	No	Yes	oneYear	No	electronicCheck	34.20	1596.60	No
5529-GIBVH	Female	0	No	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	1046.20	No
4187-CINZD	Female	1	No	No	46	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	creditCard	95.25	4424.20	Yes
9992-UJOEL	Male	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.30	92.75	No
4741-WWJQZ	Female	0	Yes	No	2	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.15	194.55	No
6625-UTXEW	Female	0	Yes	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	51.25	612.10	No
6818-WOBHJ	Female	1	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.60	6127.60	Yes
6244-BESBM	Male	0	Yes	Yes	69	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	95.20	6671.70	No
1004-NOZNR	Male	1	No	Yes	56	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	creditCard	94.80	5264.30	No
1251-STYSZ	Female	1	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.25	303.70	No
2612-PHGOX	Male	0	Yes	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	76.10	4818.80	No
2408-TZMJL	Male	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	110.15	6448.05	Yes
8480-PPONV	Male	0	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	115.55	7159.05	No
8780-IHCRN	Male	0	Yes	Yes	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.65	1574.50	No
4598-ZADCK	Female	0	No	No	53	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	53.60	2879.20	No
1257-SXUXQ	Male	0	Yes	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.45	86.05	No
9681-KYGYB	Male	1	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	88.20	4159.45	No
7182-OVLBJ	Female	0	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	101.15	6638.35	No
5095-ETBRJ	Female	0	Yes	No	55	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	56.80	3112.05	No
7005-CYUIL	Female	1	Yes	No	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	electronicCheck	99.40	7168.25	No
4821-WQOYN	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.10	1326.25	No
4730-AWNAU	Male	0	Yes	Yes	36	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	60.70	2234.55	No
3452-FLHYD	Male	0	Yes	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.95	495.15	No
2388-LAESQ	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.85	8317.95	No
9531-NSBMR	Female	0	No	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.25	679.80	No
6260-ONULR	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	62.80	62.80	No
4389-UEFCZ	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	105.50	7544.00	No
8711-LOBKY	Male	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.85	1188.25	No
9134-CEQMF	Male	1	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	676.70	Yes
8985-OOPOS	Female	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	74.10	74.10	No
8800-ZKRFW	Female	0	Yes	Yes	30	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.50	3242.50	No
2616-FLVQC	Male	0	No	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	1240.15	No
9968-FFVVH	Male	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	bankTransfer	68.80	4111.35	No
3108-PCCGG	Male	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	84.45	5899.85	No
7993-PYKOF	Male	0	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.00	632.95	Yes
8390-FESFV	Female	0	No	No	62	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	84.50	5193.20	No
3022-BEXHZ	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.20	7530.80	No
5027-XWQHA	Male	0	No	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.75	270.95	Yes
6248-TKCQV	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.60	5460.20	No
6729-GDNGC	Female	1	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	80.70	1614.20	No
6198-ZFIOJ	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.60	402.50	No
5989-OMNJE	Female	0	Yes	Yes	24	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	57.60	1367.75	No
4566-QVRRW	Female	0	Yes	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.05	483.70	Yes
1291-CUOCY	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.60	7962.20	No
9795-SHUHB	Female	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	58.20	3810.80	No
3230-IUALN	Female	0	Yes	Yes	45	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	81.00	3533.60	No
0042-RLHYP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.70	1396.90	No
8519-IMDHU	Male	1	Yes	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.60	1345.55	Yes
4945-RVMTE	Female	0	No	No	28	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	59.55	1646.45	No
0201-OAMXR	Female	0	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	115.55	8127.60	Yes
1866-NXPSP	Female	0	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	75.55	2680.15	No
3372-KWFBM	Male	1	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.60	1281.00	Yes
7831-QGOXH	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.20	1553.90	Yes
6393-WRYZE	Female	0	Yes	No	34	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.65	3207.55	Yes
3941-XTSKM	Male	0	Yes	Yes	42	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	45.10	2049.05	No
1661-CZBAU	Male	0	No	No	48	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	bankTransfer	70.95	3629.20	No
6599-RCLCJ	Male	0	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.55	5124.55	Yes
9831-BPFRI	Female	0	Yes	Yes	39	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	89.55	3474.45	Yes
5158-RIVOP	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.90	202.30	No
9788-YTFGE	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.95	147.50	No
9277-JOOMO	Female	0	No	No	3	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.60	86.35	No
1907-YLNYW	Male	0	No	No	8	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	66.70	579.00	No
1725-MIMXW	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.45	19.45	Yes
8947-YRTDV	Male	0	Yes	Yes	32	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	mailedCheck	94.80	3131.55	No
3161-ONRWK	Male	0	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	65.85	3928.30	No
0114-RSRRW	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.95	187.75	No
4565-NLZBV	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.65	1710.15	No
0031-PVLZI	Female	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	76.35	Yes
7206-GZCDC	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	69.25	Yes
6682-VCIXC	Female	0	Yes	Yes	43	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	51.25	2151.60	No
4791-QRGMF	Male	0	Yes	No	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	99.50	5961.10	Yes
6475-VHUIZ	Female	0	Yes	No	23	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	54.25	1221.55	No
3910-MRQOY	Female	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.40	1496.45	No
0661-WCQNQ	Male	0	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	creditCard	56.25	1292.20	No
7537-RBWEA	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.15	25.15	No
4656-CAURT	Male	0	No	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.95	1713.10	No
0121-SNYRK	Male	0	No	No	50	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	35.40	1748.90	No
1768-ZAIFU	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.20	25.20	Yes
4671-LXRDQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.00	96.45	Yes
3733-LSYCE	Female	0	Yes	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	75.35	1114.55	No
6265-FRMTQ	Male	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.40	609.10	No
1934-SJVJK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.15	20.15	Yes
3838-OZURD	Male	0	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	105.00	7133.25	Yes
1371-DWPAZ	Female	0	Yes	Yes	0	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	56.05	NA	No
9269-CQOOL	Male	0	No	Yes	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	54.70	169.45	Yes
2017-CCBLH	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	141.60	No
7690-KPNCU	Male	0	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	73.05	4688.65	No
0536-BGFMZ	Female	0	Yes	No	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.50	563.05	No
2293-IJWPS	Female	0	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.75	5985.00	No
2845-HSJCY	Female	0	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	87.25	1258.60	Yes
5469-NUJUR	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.95	373.50	No
1184-PJVDB	Male	0	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	857.20	Yes
2625-TRCZQ	Female	0	Yes	No	51	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.65	2553.35	No
4102-HLENU	Female	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	mailedCheck	65.65	4322.85	No
7266-GSSJX	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.45	250.80	No
7722-VJRQD	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	60.95	4549.05	No
7073-QETQY	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	20.35	1359.50	No
9415-DPEWS	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	88.35	1639.30	Yes
5624-RYAMH	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.50	178.85	No
0196-JTUQI	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.20	633.85	No
7130-YXBRO	Male	0	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	111.45	5315.10	No
9272-LSVYH	Male	0	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.15	735.50	No
7943-RQCHR	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	889.90	Yes
3793-MMFUH	Female	1	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.05	1290.00	Yes
3249-ZPQRG	Male	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	78.45	330.05	Yes
2568-BRGYX	Male	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	237.95	Yes
3084-DOWLE	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.00	6474.40	No
1084-MNSMJ	Female	0	Yes	Yes	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	85.50	4421.95	No
7721-JXEAW	Male	0	Yes	No	59	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	41.05	2452.70	Yes
7249-WBIYX	Male	0	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.60	813.85	Yes
4238-HFHSN	Male	1	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.15	4904.85	No
6250-CGGUN	Male	0	No	No	54	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	84.40	4484.05	No
5478-JJVZK	Female	0	No	No	33	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	60.90	2033.85	No
7596-IIWYC	Female	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.25	538.20	No
6567-HOOPW	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.20	79.20	Yes
9793-WECQC	Male	0	No	No	23	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	mailedCheck	95.30	2192.90	No
4291-HPAXL	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	19.85	No
8999-YPYBV	Male	0	Yes	Yes	45	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.35	3858.05	No
1839-FBNFR	Female	0	Yes	Yes	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.85	854.80	No
3164-AALRN	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	70.00	347.40	Yes
3071-MVJCD	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	82.30	5815.15	No
1697-BCSHV	Female	0	Yes	Yes	58	Yes	Yes	DSL	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	66.80	3970.40	No
0562-KBDVM	Female	0	No	No	70	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	44.60	3058.15	No
1131-SUEKT	Male	0	Yes	Yes	61	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	98.45	6145.20	No
3717-OEAUQ	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.70	129.20	No
4538-WNTMJ	Female	0	Yes	Yes	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	24.95	1165.90	No
3334-CTHOL	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	49.95	49.95	Yes
4704-ERYFC	Female	0	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	1554.00	Yes
9432-RUVSL	Female	0	No	No	48	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	102.50	4904.25	No
8060-HIWJJ	Male	0	No	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.55	5632.55	No
7684-XSZIY	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.30	1643.25	No
9089-UOWJG	Female	0	Yes	Yes	12	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	58.35	740.55	No
8621-MNIHH	Female	1	Yes	No	34	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.25	3217.55	Yes
8039-ACLPL	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	creditCard	68.75	4888.20	No
9885-AIBVB	Male	0	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.80	2440.25	No
1934-MKPXS	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.10	620.55	No
2592-YKDIF	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	20.35	No
2272-JKMSI	Female	0	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.80	6840.95	No
0471-LVHGK	Male	0	Yes	No	41	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	73.00	3001.20	Yes
9518-RWHZL	Female	0	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.05	6254.20	Yes
8714-CTZJW	Female	0	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	82.85	319.60	No
3569-EDBPQ	Female	0	No	No	24	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	84.35	1938.05	No
3131-NWVFJ	Female	0	Yes	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.55	294.50	No
7521-YXVZY	Male	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	58.30	No
5419-CONWX	Female	1	No	No	4	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.80	442.85	Yes
6240-EURKS	Female	0	No	Yes	18	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.00	553.00	Yes
2373-NTKOD	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	66.25	546.45	No
1970-KKFWL	Female	0	No	No	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.30	797.10	No
6960-HVYXR	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	76.00	76.00	Yes
9337-SRRNI	Male	0	No	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.30	1673.80	No
0895-UADGO	Male	0	No	Yes	8	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	44.55	343.45	No
5678-VFNEQ	Female	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.10	7412.25	No
5977-CKHON	Female	0	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	92.55	4039.00	No
7024-OHCCK	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	170.85	Yes
2692-BUCFV	Male	1	No	No	29	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.45	2948.60	No
7861-UVUFT	Female	0	Yes	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.30	1308.40	Yes
1830-GGFNM	Male	0	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	94.55	6078.75	No
5302-BDJNT	Male	0	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	95.50	3418.20	No
5223-UZAVK	Male	0	No	No	64	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.30	6603.80	No
4859-ZSRDZ	Female	0	Yes	Yes	58	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	55.50	3166.90	No
5651-WYIPH	Female	1	No	No	18	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	49.85	865.75	No
9350-VLHMB	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.55	6373.10	No
3498-LZGQZ	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.15	1177.05	No
8785-CJSHH	Female	0	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	5985.75	No
5357-TZHPP	Male	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	84.40	732.50	Yes
3870-SPZSI	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.05	7869.05	No
0680-DFNNY	Male	0	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.10	1504.05	Yes
7560-QRBXH	Female	0	No	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.95	936.70	No
7077-XJMET	Male	0	Yes	No	12	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.15	741.40	No
8752-GHJFU	Male	1	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	92.00	6585.20	No
6896-SRVYQ	Male	1	No	No	44	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	73.85	3122.40	No
7767-UXAGJ	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.45	50.45	Yes
4652-ODEVH	Male	0	Yes	Yes	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.45	1088.25	No
6510-UPNKS	Female	0	No	No	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.80	615.35	No
6718-BDGHG	Female	0	Yes	No	43	Yes	Yes	DSL	No	No	No	Yes	Yes	No	oneYear	Yes	bankTransfer	64.85	2908.20	No
9046-DQMTP	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.75	739.90	No
6439-LAJXL	Male	0	Yes	No	9	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	68.95	593.85	No
1571-SAVHK	Male	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.95	1132.75	Yes
9052-VKDUW	Female	1	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	109.40	7227.45	No
9546-CQJSU	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.40	193.60	Yes
1666-JZPZT	Male	0	No	No	27	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	49.00	1291.35	No
5777-KJIRB	Female	0	No	No	40	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	Yes	mailedCheck	50.25	2023.55	No
0506-LVNGN	Female	1	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.55	349.65	Yes
7677-SJJJK	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.90	153.95	No
2480-EJWYP	Female	1	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	97.80	5458.80	No
3253-HKOKL	Female	0	Yes	Yes	52	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	100.30	5244.45	No
7055-HNEOJ	Male	0	Yes	No	3	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	55.80	154.55	No
5514-YQENT	Male	0	No	Yes	41	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.15	4507.15	No
3211-AAPKX	Male	0	No	No	20	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	98.55	2031.95	No
8445-DNBAE	Male	0	No	Yes	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.05	50.05	No
2951-QOQTK	Male	0	No	Yes	4	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	creditCard	80.80	332.45	Yes
2958-NHPPS	Male	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.85	473.90	No
6806-YDEUL	Female	1	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.50	106.80	No
1735-XMJVH	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.35	152.60	No
6890-PFRQX	Male	0	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	MtM	No	mailedCheck	69.50	1199.40	No
0222-CNVPT	Male	1	No	No	52	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	creditCard	48.80	2555.05	No
5899-OUVKV	Male	0	No	No	31	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.50	2979.20	No
8681-ICONS	Male	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.65	654.85	No
1621-YNCJH	Female	0	Yes	No	36	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	106.05	3834.40	No
3473-XIIIT	Female	0	Yes	No	16	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.00	1534.75	Yes
6362-QHAFM	Male	0	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	108.30	4586.15	No
7893-IXHRQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.55	20.55	Yes
3070-BDOQC	Female	0	No	No	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	99.65	5941.05	No
2952-QAYZF	Male	0	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.30	424.15	Yes
6234-PFPXL	Male	0	Yes	No	22	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	No	creditCard	95.90	2234.95	No
9824-QCJPK	Male	0	Yes	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.00	666.75	No
4763-PGDPO	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	281.00	Yes
4283-IVYCI	Male	0	No	No	9	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	mailedCheck	64.95	547.80	No
1866-OBPNR	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.60	74.60	No
8205-MQUGY	Male	0	Yes	Yes	12	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.20	571.15	No
8970-ANWXO	Female	0	No	No	23	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	73.75	1756.60	No
9480-BQJEI	Male	0	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	bankTransfer	92.30	5731.45	No
5394-SVGJV	Male	0	No	No	37	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	98.80	3475.55	Yes
6979-TNDEU	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.20	156.85	No
9777-WJJPR	Male	0	Yes	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	creditCard	88.65	2683.20	No
9283-LZQOH	Male	0	Yes	Yes	13	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.40	896.75	Yes
7079-QRCBC	Female	0	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.75	2407.30	Yes
9495-SKLKD	Male	0	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.95	4456.65	No
6048-UWKAL	Female	1	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	105.40	6998.95	No
5067-DGXLL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	36.80	No
5469-CTCWN	Male	0	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	106.00	6547.70	Yes
9851-QXEEQ	Male	0	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.70	4346.40	Yes
6281-FKEWS	Female	0	No	No	44	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	49.05	2265.00	No
8898-KASCD	Male	0	No	No	39	No	No phone service	DSL	No	No	Yes	Yes	No	No	oneYear	No	mailedCheck	35.55	1309.15	No
9242-TKFSV	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.10	4754.30	No
9290-SHCMB	Female	1	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.85	1235.55	No
0743-HNPFG	Female	0	Yes	Yes	51	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	creditCard	69.75	3562.50	No
2277-BKJKN	Female	1	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	99.20	7213.75	No
9809-IMGCQ	Male	1	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.70	2082.95	Yes
5208-HFSBT	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	55.05	102.75	Yes
5035-PGZXH	Female	0	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.80	5914.40	No
8695-WDYEA	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	51.25	51.25	No
6543-JXSOO	Female	0	Yes	Yes	23	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	57.75	1282.85	No
8016-ZMGMO	Female	1	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	70.85	4738.85	No
8605-ITULD	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	19.55	No
3254-YRILK	Male	1	No	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.20	1775.80	Yes
6416-YJTTB	Male	0	No	No	11	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.50	795.65	No
2667-WYLWJ	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.75	145.00	Yes
4472-VESGY	Female	0	Yes	Yes	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	No	bankTransfer	98.15	4993.40	No
3195-TQDZX	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.25	61.45	No
3128-YOVTD	Female	0	Yes	Yes	51	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.15	4018.55	No
0529-ONKER	Male	1	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.65	1146.65	Yes
1728-CXQBE	Male	1	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.25	6081.40	No
7041-TXQJH	Female	0	No	No	37	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	40.20	1478.85	No
5014-GSOUQ	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.95	243.65	No
5724-BIDBU	Male	0	Yes	No	49	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	55.35	2633.95	No
0481-SUMCB	Female	1	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	102.15	4735.35	No
1769-GRUIK	Female	0	No	No	18	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.10	1247.75	No
5240-IJOQT	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes
8819-WFGGJ	Male	0	Yes	No	68	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	54.10	3794.50	No
7427-AUFPY	Male	0	No	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.65	1008.70	No
2811-POVEX	Female	1	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	88.45	2130.55	No
1092-GANHU	Male	0	No	No	17	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	76.65	1313.55	Yes
7898-PDWQE	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	80.40	5727.15	No
9972-EWRJS	Female	0	Yes	Yes	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.25	1372.90	No
9314-IJWSQ	Female	0	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.80	1203.90	No
0661-XEYAN	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.80	25.80	Yes
5799-JRCZO	Female	0	No	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.50	1215.10	No
1921-KYSAY	Female	0	No	No	41	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	68.60	2877.05	No
6198-RTPMF	Female	0	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	92.60	1579.70	No
2924-KHUVI	Male	0	Yes	No	56	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.55	5514.95	No
1925-GMVBW	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.55	96.10	No
7881-EVUAD	Female	0	No	No	2	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	42.60	72.40	Yes
6184-DYUOB	Female	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.60	55.25	No
9207-ZPANB	Male	0	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	67.45	2443.30	No
5766-XQXMQ	Female	0	No	No	29	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	68.85	1970.50	Yes
9327-QSDED	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.55	335.40	No
1656-DRSMG	Female	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	109.85	7002.95	No
3012-VFFMN	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.65	158.95	No
2984-AFWNC	Female	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	95.40	293.15	No
0640-YJTPY	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	21.00	1493.75	No
8096-LOIST	Female	0	No	No	19	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	56.20	1093.40	No
9764-REAFF	Female	0	Yes	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	18.40	1057.85	No
3703-VAVCL	Male	0	Yes	Yes	2	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	No	creditCard	90.00	190.05	Yes
7107-UBYKY	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	25.75	882.55	No
4881-GQJTW	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.60	300.40	No
8519-QJGJD	Female	0	No	No	14	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.35	1025.95	Yes
7876-DNYAP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.80	1436.95	No
7905-NJMXS	Male	1	Yes	No	7	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	electronicCheck	64.20	475.00	No
2882-WDTBA	Male	0	Yes	Yes	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.75	5388.15	No
2091-GPPIQ	Female	0	Yes	Yes	72	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	78.95	5730.15	No
6326-MTTXK	Male	0	No	No	8	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	100.85	819.55	Yes
5071-FBJFS	Female	0	Yes	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	50.30	217.10	No
2796-UUZZO	Male	0	Yes	Yes	63	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	80.30	4896.35	No
2429-AYKKO	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.85	1434.10	No
9798-OPFEM	Female	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	electronicCheck	21.10	937.10	No
0330-IVZHA	Female	0	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.95	330.15	Yes
3794-NFNCH	Male	0	Yes	No	30	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.00	1474.90	No
5193-QLVZB	Male	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.75	6536.50	No
7114-AEOZE	Female	0	No	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.85	1128.10	No
2886-KEFUM	Female	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.50	6873.75	Yes
5522-NYKPB	Male	0	Yes	Yes	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	85.90	2199.05	No
4237-RLAQD	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	Yes
9957-YODKZ	Male	1	Yes	No	6	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.80	457.10	No
6518-KZXCB	Male	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.25	566.50	No
2245-ADZFJ	Female	0	Yes	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	80.55	2471.60	No
7776-QGYJC	Female	0	Yes	Yes	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	81.50	3107.30	No
9313-QOLTZ	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.90	518.30	No
9651-GTSAQ	Female	0	Yes	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.10	5769.75	Yes
3186-BAXNB	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	electronicCheck	91.70	91.70	Yes
4672-FOTSD	Male	0	No	No	12	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	67.25	832.30	No
0637-YLETY	Female	0	No	No	16	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	95.60	1555.65	Yes
9818-XQCUV	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	45.30	No
7338-ERIVA	Male	0	No	Yes	39	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	bankTransfer	45.05	1790.60	No
1157-BQCUW	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	74.95	Yes
8259-NFJTV	Female	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	34.65	246.60	No
3223-DWFIO	Male	1	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.35	261.65	No
2660-EMUBI	Male	1	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.35	898.35	Yes
6968-GMKPR	Female	0	No	No	55	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	81.55	4509.50	No
4751-ERMAN	Male	0	Yes	Yes	72	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	75.40	5480.25	No
1436-ZMJAN	Female	0	Yes	No	10	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	67.80	653.15	No
3292-PBZEJ	Male	1	No	No	11	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.40	1183.05	No
0799-DDIHE	Female	0	Yes	Yes	15	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.30	639.45	No
3070-FNFZQ	Female	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.40	478.75	No
2812-SFXMJ	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	No
7675-OZCZG	Female	1	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.00	127.10	Yes
5014-WUQMG	Male	0	Yes	Yes	47	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	96.10	4391.45	No
5312-TSZVC	Female	0	No	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	270.60	No
2003-CKLOR	Male	0	No	No	66	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.50	6710.50	Yes
0993-OSGPT	Female	1	Yes	No	68	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	60.65	3975.90	No
9254-RBFON	Female	0	Yes	Yes	17	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	98.60	1704.95	Yes
1205-WNWPJ	Female	0	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	59.50	415.95	Yes
9391-EOYLI	Male	1	Yes	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.45	950.20	Yes
7108-DGVUU	Female	1	Yes	No	21	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	71.70	1497.05	No
2782-JEEBU	Male	0	No	No	21	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	36.00	780.15	No
5127-BZENZ	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	No	bankTransfer	65.20	3512.15	No
2720-FVBQP	Female	0	Yes	Yes	6	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	48.95	273.25	No
9906-NHHVC	Female	1	No	No	65	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	53.50	3517.90	No
4522-XRWWI	Male	0	Yes	No	42	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	creditCard	80.45	3375.90	No
3766-EJLFL	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.05	7508.55	No
5939-SXWHM	Male	0	Yes	Yes	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	26.30	1245.05	No
8152-UOBNY	Female	1	No	No	50	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.80	5347.95	No
7351-KYHQH	Female	1	No	No	7	Yes	No	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	64.95	493.65	No
7643-RCHXS	Female	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	19.35	1263.85	No
8246-SHFGA	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	21.10	385.55	No
8387-MOJJT	Female	0	Yes	Yes	42	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	77.95	3384.00	Yes
0620-XEFWH	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.85	84.20	No
6485-QXWWE	Female	0	No	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	26.00	1638.70	No
2761-OCIAX	Male	1	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	165.40	Yes
7321-VGNKU	Female	0	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	120.25	No
5327-CNLUQ	Male	0	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	bankTransfer	96.90	4473.45	No
7552-KEYGT	Male	0	Yes	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.55	520.55	No
5816-JMLGY	Female	0	Yes	Yes	70	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.40	5717.85	No
3068-OMWZA	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.80	88.80	Yes
2927-QRRQV	Male	0	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	94.65	4312.50	No
6032-KRXXO	Male	0	No	No	30	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.25	2755.35	Yes
7459-RRWQZ	Female	0	No	No	15	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	64.65	994.55	Yes
6265-SXWBU	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	95.75	6511.25	No
7941-RCJOW	Male	0	No	No	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.55	1218.65	No
6374-NTQLP	Male	1	Yes	Yes	72	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	104.10	7447.70	No
4154-AQUGT	Male	1	Yes	No	13	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	89.05	1169.35	Yes
2387-KDZQY	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.10	279.50	No
3584-WKTTW	Male	0	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.55	5720.35	No
3399-BMLVW	Male	0	Yes	Yes	51	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	60.50	3121.45	No
1971-DTCZB	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	90.95	6468.60	No
3092-IGHWF	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	87.40	5918.80	Yes
3374-PZLXD	Male	0	No	No	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	675.60	No
3813-DHBBB	Male	0	Yes	No	67	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	50.95	3521.70	No
2812-REYAT	Female	0	Yes	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.05	923.10	No
6518-PPLMZ	Male	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.40	1110.35	No
4939-KYYPY	Male	0	No	No	27	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	59.45	1611.65	No
8017-LXHFA	Female	1	No	No	23	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	2293.60	Yes
5930-GBIWP	Male	0	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	81.50	5553.25	No
6022-KOUQO	Female	0	Yes	Yes	2	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	29.05	44.75	No
6352-TWCAU	Female	0	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.45	3029.10	Yes
2361-UPSND	Female	0	Yes	No	46	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	70.60	3231.05	No
6035-RIIOM	Female	0	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	97.20	5129.45	No
2929-QNSRW	Female	0	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.25	5508.35	Yes
1262-OPMFY	Female	0	Yes	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.75	655.90	Yes
9504-DSHWM	Male	0	No	No	20	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	59.20	1191.20	No
5035-BVCXS	Male	0	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	75.90	866.40	No
6267-DCFFZ	Female	1	Yes	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.05	2627.20	No
3533-UVMOM	Male	0	Yes	No	68	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	bankTransfer	70.95	4741.45	No
2439-LYPMQ	Male	1	Yes	No	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.60	4009.20	No
4248-QPAVC	Female	1	Yes	No	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	85.35	1463.45	Yes
1899-VXWXM	Male	0	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	106.10	5082.80	Yes
1478-VPOAD	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	43.80	43.80	No
9995-HOTOH	Male	0	Yes	Yes	63	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	59.00	3707.60	No
2988-PLAHS	Female	0	No	No	3	Yes	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	69.95	220.45	No
1371-OJCEK	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.35	1133.70	No
4999-IEZLT	Male	0	No	No	66	No	No phone service	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	29.45	1983.15	No
8883-ANODQ	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	twoYear	Yes	creditCard	84.40	5746.75	No
4690-LLKUA	Male	1	No	No	17	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.05	770.60	Yes
2351-RRBUE	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.65	134.05	No
5980-BDHPY	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	87.10	6230.10	No
1498-DQNRX	Female	0	Yes	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	573.05	No
9469-WEJBT	Male	0	Yes	No	37	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	90.35	3419.30	No
3331-HQDTW	Female	0	No	No	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	109.80	3587.25	Yes
9490-DFPMD	Female	1	No	No	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.65	3541.35	Yes
2581-VKIRT	Female	0	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	65.50	3801.30	No
5442-XSDCW	Male	0	Yes	Yes	11	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	79.50	868.50	Yes
7426-WEIJX	Male	1	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.95	4859.10	No
2851-MMUTZ	Female	0	No	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	56.15	1439.35	No
3049-NDXFL	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	mailedCheck	85.80	85.80	Yes
8580-AECUZ	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.10	79.10	Yes
3307-TLCUD	Male	0	Yes	No	17	No	No phone service	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	34.40	592.75	No
6625-FLENO	Male	0	Yes	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.75	1185.95	No
2967-MXRAV	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	18.80	18.80	No
7963-GQRMY	Female	0	Yes	Yes	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.30	134.50	Yes
8189-HBVRW	Female	0	No	No	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	90.80	4921.20	No
4163-KIUHY	Male	0	No	No	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	25.60	901.25	No
1228-FZFRV	Male	0	Yes	Yes	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	creditCard	105.95	5341.80	Yes
3500-NSDOA	Male	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	creditCard	70.80	4859.95	No
1171-TYKUR	Male	0	Yes	No	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	25.40	1139.20	No
3761-FLYZI	Female	1	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	108.80	7082.45	No
2058-DCJBE	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.75	324.60	Yes
5364-XYIRR	Male	0	Yes	No	51	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	4812.75	Yes
4829-AUOAX	Female	0	No	No	46	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	96.05	4399.50	Yes
1219-NNDDO	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.85	663.55	No
8388-DMKAE	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.25	174.65	No
4403-BWPAY	Male	0	No	No	14	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	24.80	321.70	No
9659-QEQSY	Female	0	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	115.65	5125.50	No
5405-ZMYXQ	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.60	548.90	No
5047-LHVLY	Male	1	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.15	50.15	Yes
1442-OKRJE	Male	0	Yes	Yes	66	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.15	7031.30	No
4737-AQCPU	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	72.10	5016.65	No
9158-VCTQB	Female	0	Yes	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	113.60	4594.95	Yes
2808-CHTDM	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.10	611.45	No
6311-UEUME	Female	0	No	No	29	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.90	2384.15	Yes
0793-TWELN	Female	0	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.15	319.85	No
3283-WCWXT	Male	0	Yes	Yes	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.40	153.30	No
1060-ENTOF	Female	1	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	105.40	7035.60	No
0999-QXNSA	Male	1	No	Yes	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.75	344.20	No
5451-MHQOF	Male	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	24.45	1431.65	No
4836-WNFNO	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.00	1849.20	No
9225-BZLNZ	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	85.25	6083.10	No
0354-VXMJC	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.60	426.65	No
4422-QVIJA	Female	0	No	Yes	35	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.15	1655.35	No
9365-SRSZE	Male	1	Yes	No	27	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.55	1943.90	No
6839-ITVZJ	Female	0	Yes	Yes	26	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	60.05	1616.15	Yes
8332-OSJDW	Male	0	Yes	Yes	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	26.40	314.95	No
4735-BJKOU	Female	0	No	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	804.85	No
0274-JKUJR	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	58.85	465.70	No
5740-YHGTW	Male	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	97.55	6669.05	No
8917-SZTTJ	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.65	1161.75	No
1696-MZVAU	Male	0	Yes	Yes	39	No	No phone service	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	25.25	947.75	No
7359-WWYJV	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.45	8375.05	No
0375-HVGXO	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	34.70	34.70	Yes
4906-ZHGPK	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	70.70	3770.00	No
8593-WHYHV	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.30	264.80	Yes
3795-GWTRD	Female	0	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	75.55	4707.85	No
1298-PHBTI	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	twoYear	Yes	electronicCheck	84.80	6152.40	No
6223-DHJGV	Female	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.65	958.10	No
6961-MJKBO	Male	0	No	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.45	943.00	No
6097-EQISJ	Female	0	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	102.45	6615.15	Yes
4423-YLHDV	Female	0	Yes	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	104.40	2200.25	Yes
8158-WPEZG	Male	0	No	No	11	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	35.65	425.10	No
0107-YHINA	Male	0	No	Yes	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.75	99.75	Yes
4918-FYJNT	Female	1	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	90.45	5044.80	No
0727-BNRLG	Male	0	No	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	97.65	6743.55	No
4854-CIDCF	Female	1	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	73.85	196.40	No
8640-SDGKB	Male	0	No	No	4	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.40	299.70	Yes
3280-MRDOF	Male	1	No	No	30	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	twoYear	Yes	creditCard	69.10	2093.90	No
6435-SRWBJ	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	82.75	417.75	No
9964-WBQDJ	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.40	1725.40	No
6303-KFWSL	Female	0	No	No	29	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	electronicCheck	55.25	1620.20	No
1702-CCFNJ	Male	0	Yes	No	52	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	61.35	3169.55	No
8932-CZHRQ	Male	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	creditCard	76.75	5233.25	No
0386-CWRGM	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.40	967.85	No
5515-RUGKN	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	creditCard	54.75	438.05	No
0404-AHASP	Male	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	1421.90	No
7279-NMVJC	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.90	323.15	No
2081-VEYEH	Male	0	No	No	3	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.95	318.60	No
6407-UTSLV	Female	1	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	83.80	163.70	No
4116-TZAQJ	Female	0	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	74.25	639.65	Yes
9060-HJJRW	Female	0	No	No	51	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	56.40	2928.50	No
2587-YNLES	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	100.35	No
7398-SKNQZ	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.90	273.20	No
5935-FCCNB	Female	1	No	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	1608.15	No
1958-RNRKS	Male	0	Yes	No	30	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	49.90	1441.95	No
5136-RGMZO	Male	0	No	No	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	71.05	2168.15	No
8345-MVDYC	Female	0	No	No	45	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	81.65	3618.70	No
8226-BXGES	Male	0	Yes	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	89.45	5692.65	No
3877-JRJIP	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	59.85	59.85	Yes
8375-DKEBR	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes
9705-IOVQQ	Male	1	Yes	Yes	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	99.00	5969.30	No
1015-OWJKI	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.05	19.05	No
7511-YMXVQ	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.40	418.80	Yes
2040-XBAVJ	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.45	8100.55	No
7551-JOHTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.50	19.50	Yes
8887-IPQNC	Female	0	Yes	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.25	313.45	No
8646-JCOMS	Female	0	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	90.55	6130.95	No
9804-ICWBG	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	Yes
1222-KJNZD	Male	0	Yes	Yes	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.40	745.30	No
0106-GHRQR	Male	0	No	No	16	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	71.40	1212.10	No
5318-IXUZF	Female	0	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	87.15	183.75	Yes
3768-VHXQO	Male	0	Yes	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.85	1583.50	No
8952-WCVCD	Female	0	Yes	No	41	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.45	4162.05	No
2418-TPEUN	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.80	1119.90	No
3963-RYFNS	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.45	8013.55	No
3198-VELRD	Female	0	Yes	Yes	3	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	84.75	264.85	Yes
8540-ZQGEA	Female	0	Yes	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	1102.40	No
1320-REHCS	Male	1	No	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.75	5832.00	No
4137-JOPHL	Female	0	No	No	50	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	89.70	4304.50	No
9436-ZBZCT	Male	0	No	No	14	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	89.95	1178.40	Yes
7801-CEDNV	Male	0	Yes	No	27	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	No	creditCard	48.70	1421.75	No
2057-BOYKM	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	96.60	6827.50	No
3658-QQJYD	Male	0	No	No	62	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	74.30	4698.05	No
1803-BGNBD	Female	0	No	No	12	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	54.30	654.50	No
0134-XWXCE	Female	1	No	No	44	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	74.85	3268.05	No
6950-TWMYB	Male	0	Yes	Yes	54	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	79.95	4362.05	No
5848-FHRFC	Female	0	No	No	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.05	1386.90	No
2243-FNMMI	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.40	415.40	No
2511-MORQY	Male	0	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	No	bankTransfer	54.90	2614.10	No
5356-KZCKT	Male	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.45	1513.60	No
9470-XCCEM	Male	0	Yes	Yes	35	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.65	3161.60	No
6519-CFDBX	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.40	80.95	No
3902-MIVLE	Male	0	Yes	Yes	63	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	75.70	4676.70	No
0409-WTMPL	Female	0	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	110.65	6526.65	No
8763-KIAFH	Female	0	Yes	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.55	583.30	No
3669-WHAFY	Female	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.15	8078.10	No
3055-VTCGS	Female	0	No	No	63	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	creditCard	58.55	3503.50	No
3144-KMTWZ	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	93.25	6669.45	No
7279-BUYWN	Female	1	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	113.20	4689.50	Yes
7156-MHUGY	Male	1	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.50	1201.15	Yes
7198-GLXTC	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.00	143.65	Yes
2007-QVGAW	Female	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.35	1292.65	No
5207-PLSTK	Male	0	Yes	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.75	48.75	No
2307-FYNNL	Male	1	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.05	7108.20	No
5605-XNWEN	Male	1	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.00	1802.55	No
2155-AMQRX	Female	0	No	No	28	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	54.90	1505.15	No
6181-AXXYF	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.75	1859.10	No
5091-HFAZW	Female	0	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.15	168.50	No
0516-VRYBW	Female	0	No	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.15	390.85	Yes
2519-LBNQL	Male	1	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.35	6339.45	No
8623-ULFNQ	Female	1	No	No	26	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	66.05	1652.40	No
8380-PEFPE	Male	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	71.65	Yes
5687-DKDTV	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	77.50	Yes
1568-LJSZU	Male	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.20	6392.85	No
7530-HDYDS	Female	0	No	No	38	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	84.25	3264.50	Yes
7789-HKSBS	Female	1	Yes	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.20	4599.15	No
7416-CKTEP	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.60	1134.25	No
2586-CWXVV	Male	0	Yes	No	54	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.40	1621.35	No
3096-IZETN	Female	0	No	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	78.10	947.30	Yes
2348-KCJLT	Female	0	Yes	No	44	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	61.50	2722.20	No
8401-EMUWF	Male	0	Yes	Yes	42	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	69.40	3058.30	No
4193-IBKSW	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.75	1769.60	No
5377-NDTOU	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	91.05	6293.75	No
5922-ABDVO	Female	0	Yes	No	19	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	89.65	1761.05	Yes
2474-LCNUE	Female	0	Yes	No	23	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	73.65	1642.75	No
0839-QNXME	Female	0	No	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.40	578.50	No
3506-OVLKD	Male	0	No	No	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	26.20	954.90	No
9172-ANCRX	Female	0	No	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.70	973.25	Yes
6650-VJONK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	43.85	43.85	No
2178-PMGCJ	Male	0	No	No	22	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.70	1490.40	No
7492-TAFJD	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	mailedCheck	38.55	280.00	No
2773-MADBQ	Female	0	No	No	36	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	53.10	1901.25	No
6016-LVTJQ	Female	0	Yes	Yes	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.65	716.40	No
7860-KSUGX	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	creditCard	64.45	4720.00	No
8966-KZXXA	Male	0	Yes	Yes	36	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.10	930.95	No
6910-HADCM	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.35	76.35	Yes
4816-LXZYW	Female	0	No	No	23	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.15	1676.95	Yes
9606-PBKBQ	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	2642.05	Yes
5149-QYTTU	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	95.15	6770.85	No
2070-XYMFH	Female	1	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.35	1835.30	No
2085-BOJKI	Male	0	Yes	No	17	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	96.65	1588.25	No
0817-HSUSE	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	75.50	75.50	No
5442-PPTJY	Male	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	258.35	No
1927-QEWMY	Female	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.50	1502.25	No
1663-MHLHE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.20	19.20	No
5663-QBGIS	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	98.35	6929.40	No
4450-MDZFX	Male	0	Yes	Yes	60	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.35	4453.30	No
6701-DHKWQ	Female	0	Yes	Yes	61	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	51.35	3244.40	No
7554-AKDQF	Female	0	Yes	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	323.45	No
3536-IQCTX	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.30	2661.10	Yes
4911-BANWH	Female	0	No	Yes	31	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	86.55	2697.40	Yes
8496-EJAUI	Male	0	No	No	19	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.85	1424.50	Yes
0794-YVSGE	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.30	1401.15	No
5423-BHIXO	Female	0	No	No	32	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	54.20	1739.60	No
6908-VVYHM	Male	0	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.65	5931.00	No
2959-EEXWB	Female	0	Yes	Yes	45	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	50.90	2333.85	No
1839-UMACK	Male	0	No	No	42	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	25.05	949.85	No
3030-YDNRM	Male	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	572.45	No
7321-KKSDU	Male	0	No	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.50	696.80	No
3402-XRIUO	Female	1	Yes	No	22	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	63.55	1381.80	No
3132-TVFDZ	Male	1	Yes	No	57	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.85	2572.95	Yes
8286-AFUYI	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	47.95	47.95	No
8080-DDEMJ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.10	45.10	Yes
8356-WUAOJ	Female	0	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.00	45.00	No
6365-MTGZX	Male	0	No	No	24	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.00	2122.45	Yes
1349-WXNGG	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.05	20.05	Yes
8058-DMYRU	Male	1	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.05	4931.80	No
9350-ZXYJC	Female	0	No	No	4	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.30	116.95	No
6990-YNRIO	Male	0	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	108.65	6937.95	Yes
8958-JPTRR	Female	0	Yes	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	24.30	1261.70	No
6959-GQEGV	Male	0	No	No	45	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	75.95	3273.80	No
3173-WSSUE	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	1415.85	No
1265-HVPZB	Male	0	Yes	No	59	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	creditCard	66.40	3958.20	No
4115-UMJFQ	Male	0	No	No	69	No	No phone service	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	35.75	2492.25	No
7369-TRPFD	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	18.80	279.20	No
1098-KFQEC	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.40	1083.00	No
7190-XHTWJ	Female	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.30	755.50	No
0621-TWIEM	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.55	402.60	Yes
3537-RYBHH	Female	1	Yes	No	47	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	67.45	3252.00	No
2485-ITVKB	Female	0	Yes	No	2	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.10	68.75	Yes
3669-OYSJI	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	46.20	46.20	Yes
1612-EOHDH	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.15	45.15	Yes
6702-OHFWR	Male	1	No	No	1	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	43.30	43.30	Yes
5296-BFCYD	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.10	936.85	No
4510-PYUSH	Female	1	No	No	38	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	57.15	2250.65	Yes
9359-JANWS	Female	0	Yes	No	65	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	58.90	3857.10	No
7517-SAWMO	Female	0	Yes	No	19	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	73.20	1441.10	Yes
4143-HHPMK	Male	0	No	No	52	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.35	4338.60	Yes
3279-DYZQM	Male	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.45	1378.45	No
7054-LGEQW	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.95	45.95	Yes
0523-VNGTF	Female	1	No	No	52	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	50.50	2566.30	No
9575-IWCAZ	Male	0	Yes	No	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	25.10	171.00	No
7105-MXJLL	Female	1	Yes	No	26	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	mailedCheck	60.70	1597.40	No
7064-FRRSW	Male	1	No	No	48	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	99.00	4744.35	No
7940-UQQUG	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.40	6721.60	No
0923-PNFUB	Female	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	83.75	247.25	Yes
3961-SXAXY	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.05	44.05	No
7010-BRBUU	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.10	1734.65	No
3566-HJGPK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.55	45.55	No
3062-ICYZQ	Female	0	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.80	4539.35	No
9938-PRCVK	Female	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.70	804.25	No
0973-KYVNF	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	70.65	5011.15	No
5129-HHMZC	Female	0	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	86.45	3574.50	No
9637-CDTKZ	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.10	8086.40	No
3946-JEWRQ	Male	0	Yes	No	47	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	95.20	4563.00	No
7873-CVMAW	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.55	6362.35	No
0463-WZZKO	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.75	67.10	No
3494-JCHRQ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.05	70.05	Yes
6474-FVJLC	Male	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.00	165.45	Yes
4524-QCSSM	Male	0	No	No	26	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	44.65	1156.55	No
5832-EXGTT	Male	0	Yes	Yes	29	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	60.20	1834.15	No
8840-DQLGN	Female	1	Yes	No	35	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	100.50	3653.35	Yes
2039-JONDJ	Male	0	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	bankTransfer	55.45	1477.65	No
7217-JYHOQ	Male	0	Yes	Yes	24	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	70.30	1706.45	No
6695-FRVEC	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	bankTransfer	60.40	3953.70	No
4547-LYTDD	Female	0	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	72.65	1194.30	Yes
9894-QMIMJ	Female	0	No	No	23	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	No	bankTransfer	55.80	1327.85	No
8069-YQQAJ	Male	0	No	No	14	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	31.10	419.70	No
6770-XUAGN	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	21.00	21.00	Yes
4193-ORFCL	Female	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.10	45.10	Yes
1636-NTNCO	Male	1	No	No	4	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	50.95	207.35	No
3466-WAESX	Male	0	No	Yes	16	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	69.10	1083.70	No
9281-PKKZE	Female	0	Yes	No	46	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	43.95	2007.85	No
3638-VBZTA	Male	0	No	Yes	68	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.50	5882.75	No
7459-IMVYU	Male	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	69.95	2657.55	No
7776-QWNFX	Male	1	Yes	No	30	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	50.40	1527.50	Yes
6689-TCZHQ	Female	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.95	378.40	Yes
8563-OYMQY	Male	0	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	90.95	1612.20	No
0754-EEBDC	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.90	76.65	No
5777-ZPQNC	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	20.15	260.70	No
1951-IEYXM	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.60	6441.85	No
3318-NMQXL	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.00	266.80	No
3143-ILDAL	Male	0	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	94.45	5124.60	Yes
1022-RKXDR	Female	0	No	No	41	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	24.85	962.25	No
2361-FJWNO	Male	0	No	No	40	No	No phone service	DSL	No	Yes	No	Yes	No	No	oneYear	No	creditCard	36.00	1382.90	No
2272-UOINI	Female	0	No	No	7	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	78.50	571.05	No
8232-UTFOZ	Male	0	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.95	1399.35	No
3750-YHRYO	Male	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.65	150.00	No
6637-KYRCV	Female	0	Yes	Yes	5	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.50	167.20	No
5668-MEISB	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	106.10	7657.40	No
0129-QMPDR	Male	0	Yes	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.50	865.05	No
7188-CBBBA	Female	0	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	95.50	6153.85	No
5356-CSVSQ	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	64.60	174.20	No
3221-CJMSG	Male	0	No	No	24	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	51.10	1269.60	No
4720-VSTSI	Female	0	No	No	44	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.80	3862.55	Yes
3219-JQRSL	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.10	6352.40	No
2801-NISEI	Male	0	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.95	1348.50	No
3946-MHCZW	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	50.90	50.90	Yes
4623-ZKHLY	Male	0	Yes	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.45	471.55	No
6732-VAILE	Male	0	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.95	5931.75	No
8201-AAXCB	Male	0	Yes	Yes	25	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	60.35	1404.65	No
7696-CFTAT	Male	0	Yes	Yes	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.80	726.10	No
1845-CSBRZ	Female	1	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	85.35	1961.60	No
2123-VSCOT	Female	0	Yes	Yes	59	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	72.10	4194.85	No
6651-AZVTJ	Male	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4872.45	Yes
4566-GOLUK	Male	0	Yes	Yes	47	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	107.35	5118.95	Yes
2484-DGXPZ	Female	0	Yes	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.55	658.95	Yes
2018-QKYGT	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.05	81.05	No
2792-VPPET	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.50	76.95	No
7409-JURKQ	Female	0	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	111.80	5809.75	No
3247-MHJKM	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	20.20	No
1964-SVLEA	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.70	415.90	No
4587-NUKOX	Female	0	No	No	3	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.10	246.50	Yes
7297-DVYGA	Female	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.85	996.95	No
2239-CGBUZ	Female	0	Yes	No	51	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	60.50	3145.15	No
0854-UYHZD	Female	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	265.30	No
7243-LCGGZ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.90	20.90	No
8267-KFGYD	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	21.05	21.05	No
4890-VMUAV	Male	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	71.50	4576.30	No
9261-WDCAF	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	54.65	189.10	No
3764-MNMOI	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.20	908.15	No
7442-YGZFK	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	49.80	49.80	No
0420-BWTPW	Male	0	No	Yes	8	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.50	215.20	Yes
8229-BUJHX	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.50	1500.95	No
7449-HVPIV	Male	0	Yes	Yes	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	90.40	5099.15	No
5504-WSIUR	Female	0	No	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	90.25	6385.95	No
8183-ONMXC	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.75	159.45	Yes
8466-PZBLH	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	No	bankTransfer	104.60	6885.75	No
9614-RMGHA	Male	0	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	91.85	5940.85	Yes
8735-IJJEG	Male	0	Yes	No	14	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	50.20	668.85	No
0564-MUUQK	Female	0	Yes	Yes	20	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.50	1916.20	No
5054-IEXZT	Male	0	No	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.35	75.35	Yes
5834-ASPWA	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.45	75.45	Yes
0701-RFGFI	Female	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.40	4613.95	No
0019-EFAEP	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	bankTransfer	101.30	7261.25	No
5619-PTMIK	Female	0	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	53.10	2459.80	No
3737-XBQDD	Male	0	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.85	2048.80	No
5882-CMAZQ	Female	0	Yes	Yes	5	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	34.25	163.55	No
5846-QFDFI	Female	0	Yes	Yes	33	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	creditCard	88.60	2888.70	No
4445-KWOKW	Female	0	No	No	42	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	bankTransfer	60.15	2421.60	No
3511-APPBJ	Male	0	No	No	23	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	99.95	2292.75	No
7967-HYCDE	Male	0	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.70	553.40	No
2430-RRYUW	Male	0	No	No	66	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	mailedCheck	54.80	3465.70	No
3948-XHGNA	Male	0	No	No	24	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	49.55	1210.40	Yes
3723-BFBGR	Male	1	No	No	24	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	54.80	1291.30	No
0565-IYCGT	Male	0	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	78.60	5356.45	Yes
5447-WZAFP	Female	0	No	No	53	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	100.30	5200.80	No
5110-CHOPY	Female	0	No	No	60	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	53.60	3237.05	No
5445-UTODQ	Female	0	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.10	576.65	Yes
4425-OWHWB	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	19.35	433.75	No
7892-QVYKW	Female	0	Yes	Yes	23	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.60	1868.40	No
9675-ICXCT	Male	0	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	80.80	5728.55	No
1024-VRZHF	Male	0	Yes	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	825.70	Yes
4703-MQYKT	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	390.40	No
9497-QCMMS	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.55	93.55	Yes
5692-ICXLW	Male	1	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.70	2845.15	No
0602-DDUML	Female	0	No	No	57	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	69.75	3894.40	No
2208-MPXIO	Female	0	Yes	Yes	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.00	886.40	No
1960-UYCNN	Male	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.25	1021.55	No
0348-SDKOL	Female	0	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	102.10	5885.40	Yes
3190-FZATL	Male	0	No	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	268.40	No
7336-RLLRH	Male	0	Yes	No	27	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	mailedCheck	80.85	2204.35	No
4373-MAVJG	Female	0	Yes	Yes	14	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	90.90	1259.00	Yes
8901-HJXTF	Female	0	Yes	Yes	12	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.20	309.10	Yes
7710-JSYOA	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	93.30	6398.05	No
5419-KLXBN	Female	0	Yes	Yes	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	89.15	2257.75	Yes
3424-NMNBO	Male	1	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.85	6287.25	Yes
9885-MFVSU	Female	0	Yes	Yes	35	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	twoYear	Yes	creditCard	46.35	1662.05	No
4514-GFCFI	Female	1	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.75	1350.15	Yes
0607-MVMGC	Male	0	Yes	Yes	45	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.75	3600.65	No
3365-SAIGS	Female	0	No	No	17	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	83.55	1329.15	No
9828-AOQLM	Female	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.70	45.70	Yes
8022-BECSI	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.60	422.50	No
8000-REIQB	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.95	69.95	Yes
9993-LHIEB	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	67.85	4627.65	No
0266-CLZKZ	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.65	6717.90	No
7615-ESMYF	Female	0	Yes	No	2	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	44.60	97.10	Yes
3858-VOBET	Male	0	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	1710.45	Yes
7020-OZKXZ	Female	1	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	75.50	637.40	No
3977-QCRSL	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.15	117.95	No
0017-DINOC	Male	0	No	No	54	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	creditCard	45.20	2460.55	No
1447-PJGGA	Female	0	No	No	57	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	95.25	5464.65	Yes
8565-CLBZW	Male	0	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	89.85	2165.05	Yes
9139-WQQDY	Female	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	mailedCheck	100.45	4941.80	Yes
0224-HJAPT	Male	0	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	47.15	223.15	Yes
8086-OVPWV	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.20	181.10	Yes
9430-FRQOC	Female	0	No	Yes	4	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	87.10	341.45	Yes
7639-OPLNG	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	79.25	5731.85	No
3074-GQWYX	Male	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.90	357.75	Yes
1492-QGCLU	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	85.70	4616.10	No
6845-RGTYS	Female	0	Yes	No	47	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	98.75	4533.70	Yes
7328-OWMOM	Female	0	No	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.10	589.25	No
4418-LZMSV	Male	0	Yes	Yes	13	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	61.80	750.10	No
5155-AZQPB	Female	0	Yes	Yes	28	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	49.90	1410.25	No
8861-HGGKB	Female	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.45	830.85	Yes
1087-GRUYI	Male	0	Yes	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.40	743.50	No
7065-YUNRY	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.30	45.30	Yes
7694-VLBWQ	Male	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	104.10	7040.85	Yes
2546-KZAAT	Male	0	Yes	No	52	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	75.40	3865.45	No
0181-RITDD	Male	0	Yes	Yes	62	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	108.15	6825.65	No
5989-PGKJB	Female	0	No	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.25	1340.10	No
4795-KTRTH	Female	1	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.00	371.65	Yes
8272-ONJLV	Male	0	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	95.70	1184.00	No
1488-PBLJN	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.85	8477.70	No
0308-GIQJT	Male	1	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	105.75	7382.85	No
3778-FOAQW	Female	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.15	456.85	No
4452-ROHMO	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	331.60	No
6481-OGDOO	Male	0	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	90.60	6056.15	Yes
3090-LETTY	Male	0	No	Yes	2	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	60.95	134.60	No
5349-AZPEW	Female	0	Yes	Yes	5	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.05	125.50	No
3753-TSEMP	Female	0	Yes	No	15	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	88.15	1390.60	Yes
8305-VHZBZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.20	20.20	Yes
9720-JJJOR	Male	0	Yes	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	60.30	2511.30	No
8100-HZZLJ	Female	0	No	Yes	43	Yes	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	63.95	2737.05	No
8775-ERLNB	Male	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.30	74.30	No
8309-IEYJD	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.60	70.60	No
9172-JITSM	Female	0	Yes	Yes	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.80	2361.80	Yes
6298-QDFNH	Male	0	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.35	1730.35	Yes
7398-HPYZQ	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	90.55	6404.00	No
3546-GHEAE	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.45	165.35	No
7361-YPXFS	Female	1	No	No	28	Yes	Yes	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	64.45	1867.60	No
6557-BZXLQ	Male	1	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	1043.30	No
2550-QHZGP	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.50	128.60	No
7519-JTWQH	Female	0	No	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.50	7455.45	No
2538-OIMXF	Female	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.70	24.70	No
8543-MSDMF	Male	0	No	No	3	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	77.40	206.15	No
9961-JBNMK	Male	1	No	No	21	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	96.80	2030.30	Yes
1170-SASML	Female	0	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	85.40	5869.40	No
4872-JCVCA	Female	0	Yes	No	71	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	47.60	3377.80	No
5346-BZCHP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.40	1346.20	No
2038-LLMLM	Female	0	No	No	48	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.85	4946.05	No
6173-ITPWD	Male	0	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	83.35	4065.00	Yes
9734-UYXQI	Female	0	No	No	2	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.40	106.55	Yes
1216-BGTSP	Male	0	No	No	45	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	108.45	4964.70	No
4138-NAXED	Male	0	No	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	81.00	4085.75	No
2189-UXTKY	Female	0	Yes	No	22	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	79.20	1742.75	Yes
0744-BIKKF	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.65	6224.80	No
7483-IQWIB	Male	0	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	92.95	3415.25	No
5248-KWLAR	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.35	6325.25	No
4958-GZWIY	Male	0	Yes	Yes	7	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	48.70	340.25	Yes
7996-MHXLW	Female	0	No	No	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.15	1683.60	No
7833-PKIHD	Male	0	Yes	Yes	51	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	76.40	3966.30	No
7061-OVMIM	Female	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.55	608.50	No
5153-RTHKF	Female	0	No	No	34	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	85.35	2896.60	No
1852-QSWCD	Male	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.80	1514.85	No
4832-VRBMR	Male	1	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.15	6792.45	No
9079-LWTFD	Male	0	No	No	47	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	100.75	4669.20	No
6356-ELRKD	Female	0	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	95.60	Yes
8624-GIOUT	Female	0	No	No	49	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	59.75	2934.30	Yes
3392-EHMNK	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	No	creditCard	94.10	6302.80	No
5986-WWXDV	Male	0	No	Yes	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.35	779.20	No
3061-BCKYI	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	283.75	No
6179-GJPSO	Female	1	No	No	43	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	108.15	4600.70	Yes
7901-TBKJX	Male	1	No	No	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.05	5594.00	No
7228-PAQPD	Female	0	No	No	14	Yes	No	DSL	No	No	No	Yes	No	Yes	oneYear	No	creditCard	59.10	772.85	No
3177-LASXD	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	71.35	71.35	Yes
7746-QYVCO	Male	0	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	mailedCheck	55.85	857.80	No
5804-HYIEZ	Male	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.05	7554.05	No
9919-FZDED	Male	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	84.10	5981.65	No
5934-TSSAU	Female	0	Yes	Yes	23	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.30	1702.90	No
3486-KHMLI	Male	0	No	Yes	21	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.70	467.15	No
4897-QSUYC	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.15	20.15	Yes
1084-UQCHV	Male	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.75	69.75	Yes
8290-YWKHZ	Female	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.20	2931.00	Yes
2955-BJZHG	Male	0	Yes	Yes	17	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	80.85	1400.85	Yes
3806-DXQOM	Female	0	No	No	4	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	33.65	137.85	Yes
6784-XYJAE	Female	0	No	No	36	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	No	electronicCheck	55.80	1941.50	No
3933-DQPWX	Female	0	No	No	50	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	creditCard	39.70	1932.75	No
6661-EIPZC	Female	0	Yes	Yes	48	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	29.50	1423.05	No
8957-THMOA	Female	0	No	Yes	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.15	970.85	No
2251-PYLPB	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	79.55	5810.90	No
5555-RNPGT	Male	0	No	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	24.80	223.90	No
1057-FOGLZ	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	391.70	No
9300-RENDD	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	79.95	Yes
0761-AETCS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.30	19.30	Yes
8087-LGYHQ	Male	0	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.05	811.65	No
4137-BTIKL	Male	0	No	No	2	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	90.75	174.75	No
2190-BCXEC	Female	0	Yes	No	40	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	78.85	3126.85	No
6227-FBDXH	Male	0	Yes	No	69	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	99.50	6841.45	No
2153-MREFK	Female	0	Yes	No	37	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	99.20	3754.60	Yes
2911-WDXMV	Male	0	No	Yes	18	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	80.55	1406.65	No
7206-PQBBZ	Male	1	Yes	No	11	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	834.70	No
3106-ULWFW	Female	0	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.20	627.40	Yes
0925-VYDLG	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	242.00	Yes
4547-FZJWE	Male	0	Yes	Yes	55	Yes	No	DSL	Yes	No	No	No	No	Yes	oneYear	No	creditCard	59.45	3157.00	No
7422-WNBTY	Male	0	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.35	3092.00	No
0842-IWYCP	Female	0	No	No	46	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.95	2168.90	No
3521-HTQTV	Male	0	No	No	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	26.10	980.35	No
3744-ZBHON	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.20	65.95	No
3373-DIUUN	Male	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	21.25	711.90	No
8383-SGHJU	Female	0	No	No	33	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	electronicCheck	59.40	1952.80	No
7607-QKKTJ	Male	0	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	95.00	4368.85	No
7707-PYBBH	Male	0	No	No	40	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	61.90	2647.10	No
8984-HPEMB	Female	0	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	118.65	8477.60	No
4349-GFQHK	Male	0	No	No	1	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	54.35	54.35	Yes
4139-DETXS	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	64.45	4528.00	No
9779-DPNEJ	Female	0	Yes	Yes	22	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.15	1790.65	No
9805-FILKB	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.20	845.60	No
5793-YOLJN	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	21.00	1210.30	No
0673-IGUQO	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	20.45	No
4123-FCVCB	Female	0	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	75.85	854.45	No
8819-IMISP	Male	0	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.45	2429.10	No
7802-EFKNY	Male	0	Yes	No	5	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.95	100.40	Yes
8311-UEUAB	Female	0	Yes	Yes	67	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	twoYear	Yes	electronicCheck	75.50	5229.45	No
5858-EAFCZ	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.45	44.45	No
8035-BUYVG	Male	0	Yes	No	40	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	42.35	1716.45	Yes
1163-ONYEY	Male	0	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	74.55	3023.55	No
9787-XVQIU	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.30	75.30	Yes
8945-MUQUF	Male	0	No	No	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	94.80	4837.60	Yes
5656-MJEFC	Male	0	Yes	Yes	42	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	creditCard	48.15	2032.30	No
6082-OQFBA	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	436.90	No
8051-HJRLT	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.55	70.55	Yes
8974-OVACP	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.15	20.15	No
4010-YLMVT	Female	0	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	106.60	5893.95	No
1379-FRVEB	Male	0	No	Yes	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.00	1430.05	No
8612-GXIDD	Male	0	Yes	Yes	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.40	313.00	No
6288-CHQJB	Female	0	Yes	Yes	54	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	69.95	3871.85	No
8160-HOWOX	Female	0	No	No	7	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	66.85	458.10	No
3023-GFLBR	Female	0	Yes	Yes	33	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	creditCard	86.15	2745.70	Yes
6648-INWPS	Male	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.15	341.35	No
4223-BKEOR	Female	0	No	Yes	21	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	mailedCheck	64.85	1336.80	No
4079-VTGLK	Male	1	Yes	No	30	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	74.85	2181.75	No
1763-WQFUK	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.50	147.75	No
1391-UBDAR	Male	0	No	No	11	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	72.90	818.45	No
8894-JVDCV	Female	0	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	115.05	7133.45	No
2023-VQFDL	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.00	348.80	No
1345-GKDZZ	Male	0	No	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	128.60	No
2014-MKGMH	Female	0	No	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.10	4674.40	No
5628-FCGYG	Male	0	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.10	1737.45	No
2560-WBWXF	Male	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.15	1498.85	No
0248-IPDFW	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.10	50.10	No
7978-DKUQH	Female	0	Yes	No	25	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.60	1797.75	No
4335-UPJSI	Female	0	No	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	498.10	No
0524-IAVZO	Female	0	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	2624.25	Yes
2737-YNGYW	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.55	184.10	Yes
1784-EZDKJ	Male	0	Yes	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.80	5498.80	No
9297-FVVDH	Female	0	Yes	Yes	57	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.50	4845.40	No
8007-YYPWD	Female	0	No	No	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.05	369.10	No
7101-HRBLJ	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	83.70	6096.90	No
5159-YFPKQ	Female	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	75.80	160.75	Yes
6635-CPNUN	Male	0	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	creditCard	96.60	2684.35	No
4021-RQSNY	Male	1	Yes	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	3004.15	Yes
5453-YBTWV	Male	0	Yes	Yes	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	101.10	6994.80	No
5039-LZRQT	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.20	273.25	No
2931-VUVJN	Female	1	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	94.05	5483.90	No
9061-TIHDA	Male	1	Yes	No	13	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.25	1233.65	Yes
8699-ASUFO	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.40	527.90	Yes
6418-PIQSP	Female	0	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.00	4985.90	No
8220-OCUFY	Female	0	No	No	21	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	60.25	1258.35	No
3995-WFCSM	Female	0	No	No	2	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	60.85	111.40	No
1895-QTKDO	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	43.95	43.95	No
2038-OEQZH	Male	0	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	86.05	308.10	No
1178-PZGAB	Female	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.25	383.65	No
7927-AUXBZ	Female	0	No	No	30	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	85.15	2555.90	Yes
2626-VEEWG	Male	0	Yes	Yes	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.40	1284.20	No
2878-RMWXY	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	102.65	7550.30	No
1657-DYMBM	Male	0	Yes	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.90	1110.05	No
7311-MQJCH	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.55	99.60	No
7375-WMVMT	Male	1	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	95.50	6707.15	No
1136-XGEQU	Female	0	Yes	Yes	50	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	84.15	4164.40	No
2530-FMFXO	Male	0	Yes	Yes	56	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	103.20	5873.75	No
6844-DZKRF	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	50.20	109.25	No
4695-WJZUE	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.55	179.25	Yes
7619-ODSGN	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.75	1338.15	Yes
5970-GHJAW	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.95	862.40	No
8879-XUAHX	Male	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	116.25	8564.75	No
3689-MOZGR	Female	0	No	No	29	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	31.20	926.20	No
4195-PNGZS	Male	0	Yes	Yes	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.45	1718.20	No
5003-XZWWO	Male	0	Yes	No	71	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.20	5956.85	No
3988-RQIXO	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.30	91.30	Yes
7622-FWGEW	Male	1	Yes	No	56	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.65	4824.45	No
6922-NCEDI	Male	0	No	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	21.20	1238.65	No
2514-GINMM	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.50	79.50	Yes
9891-NQDBD	Female	0	Yes	No	28	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	25.55	672.20	No
6131-IUNXN	Female	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	382.20	No
8548-AWOFC	Male	0	Yes	No	66	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	No	electronicCheck	63.85	4264.60	No
9798-DRYDS	Female	0	Yes	Yes	17	Yes	Yes	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	61.95	1070.70	No
8532-UEFWH	Male	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.75	1345.85	No
6296-DDOOR	Female	0	No	No	19	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	No	electronicCheck	58.20	1045.25	No
7951-VRDVK	Female	0	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	85.85	3003.55	No
5931-FLJJF	Male	1	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.10	467.55	Yes
4815-YOSUK	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	104.90	7537.50	No
2659-VXMWZ	Male	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	111.30	7482.10	Yes
0380-NEAVX	Male	1	No	No	34	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.85	3343.15	No
3207-OYBWH	Male	1	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.25	5427.05	Yes
4285-GYRQC	Female	0	Yes	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	86.25	587.10	Yes
7216-EWTRS	Female	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	100.80	Yes
4365-MSDYN	Male	0	Yes	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.55	161.15	No
7036-TYDEC	Female	0	No	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	104.00	7028.50	No
5802-ADBRC	Female	0	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	104.40	5232.90	No
8076-FEZKJ	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.50	225.85	No
5197-YPYBZ	Female	0	Yes	Yes	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.25	274.70	No
8337-MSSXB	Female	0	No	No	14	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.30	1180.95	Yes
4312-GVYNH	Female	0	Yes	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	49.85	3370.20	No
8495-LJDFO	Female	1	No	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.95	7111.30	No
0839-JTCUD	Female	0	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.90	5958.85	No
5494-WOZRZ	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.00	5999.85	No
1302-UHBDD	Male	1	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.95	1648.45	No
2234-EOFPT	Male	0	Yes	No	72	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.35	5753.25	No
8619-IJNDK	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	64.05	4492.90	No
8378-LKJAF	Male	0	Yes	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	101.15	3956.70	No
8182-BJDSI	Female	0	No	No	28	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.95	2625.55	Yes
2528-HFYZX	Male	1	Yes	No	17	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	76.45	1233.40	Yes
1153-GNOLC	Male	0	No	No	33	No	No phone service	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	39.10	1309.00	No
3298-QEICA	Female	0	Yes	Yes	23	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	34.60	813.45	No
0788-DXBFY	Male	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	19.55	1108.80	No
3597-YASZG	Female	1	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.45	7349.35	No
3496-LFSZU	Male	0	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.50	294.20	No
5242-UOWHD	Male	0	Yes	Yes	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.35	929.20	No
2482-CZGBB	Male	0	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	740.00	Yes
6479-SZPLM	Male	0	Yes	Yes	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.45	754.50	No
8097-VBQTZ	Male	0	No	No	54	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	69.90	3883.30	No
4500-HKANN	Male	0	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	No	mailedCheck	59.70	1414.20	No
9917-KWRBE	Female	0	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	78.35	3211.20	No
3420-ZDBMA	Male	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.45	371.60	No
2212-LYASK	Male	0	Yes	Yes	27	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	45.85	1246.40	No
1393-IMKZG	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.85	95.85	No
8069-RHUXK	Female	0	Yes	Yes	67	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	creditCard	35.70	2545.70	No
3398-GCPMU	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	89.55	6448.85	No
2908-WGAXL	Female	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.95	1468.90	No
3378-AJRAO	Male	0	Yes	Yes	44	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	24.85	1013.60	No
1013-QCWAM	Female	1	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	6690.75	No
0866-QLSIR	Female	0	No	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	64.40	2088.75	Yes
6050-FFXES	Female	0	Yes	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	105.35	7240.65	No
7181-BQYBV	Female	0	Yes	Yes	1	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.45	102.45	Yes
0362-RAOQO	Female	0	No	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.65	830.25	No
9554-DFKIC	Male	0	Yes	Yes	30	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	54.45	1588.70	No
5527-ACHSO	Female	0	No	No	11	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	mailedCheck	70.50	829.30	No
0829-DDVLK	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.10	302.45	No
1399-UBQIU	Male	0	No	No	11	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	69.35	712.25	No
1813-JLKWR	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.80	1336.65	No
0336-PIKEI	Male	1	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	74.40	5360.75	No
7322-OCWHC	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	93.05	6735.05	No
9537-VHDTA	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	51.20	51.20	No
4957-TIALW	Female	0	No	Yes	15	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	creditCard	65.60	1010.00	No
2054-PJOCK	Female	0	No	No	60	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	80.55	4847.05	No
9150-HEPMB	Male	0	No	No	56	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	52.70	3019.70	No
9030-QGZNL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.85	161.65	No
6204-IEUXJ	Female	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	No	creditCard	80.10	217.55	Yes
3126-WQMGH	Female	0	Yes	No	49	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	52.15	2583.75	No
4529-CKBCL	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.20	146.05	Yes
2506-CLAKW	Female	0	No	No	6	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	98.15	567.45	Yes
7176-WRTNX	Male	0	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.95	7711.25	No
1583-IHQZE	Male	0	No	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	112.95	1384.75	Yes
5732-IKGQH	Male	1	Yes	No	52	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.45	5481.25	No
9239-GZHZE	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.65	8124.20	No
7205-BAIAD	Female	0	No	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.60	827.30	No
0151-ONTOV	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.90	70.90	Yes
4140-MUHUG	Female	1	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	86.85	220.95	Yes
0093-EXYQL	Female	1	No	No	40	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.55	3673.60	No
8064-RAVOH	Male	0	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.85	49.85	No
0219-QAERP	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.80	576.65	No
0320-JDNQG	Male	0	Yes	Yes	23	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.85	2331.30	Yes
7180-PISOG	Male	0	Yes	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	74.50	Yes
9168-INPSZ	Female	1	Yes	No	44	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	104.15	4495.65	No
3571-RFHAR	Male	0	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.15	6941.20	Yes
0015-UOCOJ	Female	1	No	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	48.20	340.35	No
5334-AFQJB	Male	1	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.10	1789.90	No
2754-SDJRD	Female	1	No	No	8	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	100.15	908.55	No
9578-VRMNM	Female	0	No	No	16	Yes	Yes	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	65.20	1043.35	Yes
1587-FKLZB	Male	1	Yes	Yes	66	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.50	6822.15	Yes
6140-QNRQQ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.55	71.55	Yes
8963-JLGJT	Male	0	No	Yes	3	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	55.90	157.55	No
4307-KTUMW	Male	0	Yes	No	53	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	93.90	5029.20	Yes
1465-LNTLJ	Male	1	Yes	No	8	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	64.40	581.70	No
5440-FLBQG	Male	1	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.40	7318.20	Yes
2135-DQWAQ	Female	0	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	85.30	420.45	No
4056-QHXHZ	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	107.45	7576.70	No
7470-MCQTK	Female	0	Yes	No	13	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	48.75	633.40	Yes
7488-MXJIV	Female	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.65	321.65	Yes
7401-JIXNM	Female	0	Yes	Yes	54	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	91.30	4965.00	No
9339-FIIJL	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.95	6151.90	No
2027-FECZV	Male	0	No	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.70	1253.90	Yes
2672-DZUOY	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.15	25.15	Yes
4706-DGAHW	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.20	45.20	No
3870-MQAMG	Female	0	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	110.35	5893.15	Yes
6670-MFRPK	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	twoYear	Yes	creditCard	79.20	5420.65	No
6177-PEVRA	Female	0	No	No	48	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	No	creditCard	55.50	2627.35	No
4800-CZMPC	Female	0	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	103.25	5037.55	Yes
4813-HQMGZ	Female	0	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	90.25	743.75	No
7579-KKLOE	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	91.25	6589.60	No
7377-DMMRI	Male	0	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	47.80	92.45	Yes
8402-EIVQS	Male	0	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.90	6733.15	No
4947-DSMXK	Male	0	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	97.70	3410.00	No
7245-NIIWQ	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	199.85	No
0002-ORFBO	Female	0	Yes	Yes	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	mailedCheck	65.60	593.30	No
3324-OIRTO	Male	0	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.65	7288.40	No
5414-OFQCB	Male	0	No	No	57	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	twoYear	Yes	creditCard	90.45	5229.80	No
4967-WPNCF	Male	0	No	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.70	4464.80	No
8552-OBVRU	Female	1	Yes	Yes	48	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.50	5068.05	No
8499-BRXTD	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	401.85	No
9154-QDGTH	Male	0	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.30	4451.85	No
8197-BFWVU	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	93.25	6688.95	No
2577-GVSIL	Male	0	Yes	Yes	35	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	73.45	2661.10	No
9367-OIUXP	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.70	73.05	No
6770-UAYGJ	Female	0	Yes	Yes	49	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.25	1211.65	No
6463-HHXJR	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	bankTransfer	100.50	7030.65	No
7928-VJYAB	Male	0	Yes	Yes	11	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.60	1020.20	No
1187-WILMM	Male	0	Yes	Yes	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	89.40	5597.65	No
9776-OJUZI	Female	1	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	95.45	6223.30	No
1306-RPWXZ	Female	0	No	Yes	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.45	1024.65	No
8949-JTMAY	Female	0	No	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	98.60	2933.20	Yes
2774-LVQUS	Female	1	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	83.05	1258.30	Yes
3097-PYWXL	Female	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.95	82.90	No
2266-SJNAT	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	109.15	7789.60	No
0869-PAPRP	Female	1	Yes	No	26	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.70	2067.00	No
4238-JSSWH	Female	1	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	102.05	3452.55	No
2972-YDYUW	Female	0	No	No	57	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	No	electronicCheck	94.70	5468.95	No
1104-FEJAM	Male	0	Yes	Yes	28	Yes	Yes	DSL	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	64.40	1802.15	No
2809-ILCYT	Female	0	Yes	No	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	26.80	733.55	No
5499-ECUTN	Female	0	Yes	No	47	Yes	No	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	creditCard	66.05	3021.45	No
4981-FLTMF	Female	0	Yes	Yes	57	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	65.20	3687.85	No
9121-PHQSR	Male	1	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	85.05	1391.15	No
3113-IWHLC	Male	0	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.80	274.35	No
3211-ILJTT	Male	0	Yes	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.40	1214.05	Yes
4612-THJBS	Female	1	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.75	5510.65	Yes
4277-BWBML	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.95	1322.85	No
4094-NSEDU	Female	1	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	1973.75	Yes
0234-TEVTT	Female	0	Yes	Yes	48	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	creditCard	45.00	2196.30	No
4304-TSPVK	Female	0	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.90	7843.55	No
1552-AAGRX	Female	0	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	106.40	3211.90	No
2637-FKFSY	Female	0	Yes	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	46.10	130.15	No
9796-MVYXX	Female	1	No	No	14	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	39.70	692.35	No
7874-ECPQJ	Female	0	No	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.05	85.50	No
0020-INWCK	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	95.75	6849.40	No
7089-RKVSZ	Male	0	Yes	Yes	8	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	24.40	203.95	No
2683-JXWQQ	Male	0	Yes	Yes	61	No	No phone service	DSL	Yes	No	Yes	No	No	No	MtM	No	bankTransfer	33.60	2117.20	No
9548-ZMVTX	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	90.45	6565.85	No
8739-XNIKG	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.00	424.75	No
9755-JHNMN	Female	0	No	No	49	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	67.40	3306.85	No
3981-QSVQI	Male	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.70	168.90	No
2789-HQBOU	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.35	253.80	No
9424-CMPOG	Male	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	197.40	No
5067-WJEUN	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	54.20	3838.20	No
3450-WXOAT	Male	0	No	No	46	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.20	2065.15	No
9251-WNSOD	Female	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	mailedCheck	75.10	5064.45	No
6974-DAFLI	Female	0	Yes	No	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.70	1140.05	No
2616-UUTFK	Male	0	Yes	No	33	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	72.75	2447.45	No
7064-JHXCE	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	1263.90	No
5103-MHMHY	Female	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.95	45.95	Yes
7989-AWGEH	Male	0	Yes	Yes	49	No	No phone service	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	39.20	1838.15	No
4373-VVHQL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.75	44.75	No
4559-UWIHT	Male	0	Yes	No	14	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	82.65	1185.00	No
7268-IGMFD	Male	1	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	93.90	1743.90	No
1846-XWOQN	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	70.15	Yes
0235-KGSLC	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.55	85.55	Yes
6650-BWFRT	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	117.15	8529.50	No
9570-KYEUA	Male	0	No	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	99.25	6549.45	No
6993-YGFJV	Male	0	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	112.55	7806.50	No
2712-SYWAY	Female	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	25.70	25.70	No
0730-BGQGF	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.30	6287.30	No
5498-IBWPI	Female	0	Yes	Yes	66	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	creditCard	49.40	3251.85	No
9101-NTIXF	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.40	50.60	No
0013-SMEOE	Female	1	Yes	No	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.70	7904.25	No
9314-QDMDW	Male	0	No	No	11	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	61.25	729.95	No
9308-ANMVE	Male	0	No	Yes	47	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	55.30	2654.05	No
2884-GBPFB	Female	0	Yes	No	35	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	2416.55	Yes
3757-NJYBX	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	bankTransfer	106.35	3520.75	Yes
3413-DHLPB	Male	0	Yes	Yes	60	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.75	5969.95	No
7649-PHJVR	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.50	226.80	No
6114-TCFID	Female	0	No	No	29	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	39.50	1082.75	No
3787-TRIAL	Male	0	Yes	Yes	21	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	26.05	565.75	No
2573-GYRUU	Male	1	Yes	No	48	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	91.05	4370.75	No
5156-UMKOW	Female	0	No	Yes	3	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.65	90.05	No
1247-QBVSH	Female	0	Yes	Yes	43	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.20	2169.40	No
6734-GMPVK	Male	0	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	105.30	550.60	No
9822-OAOVB	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.45	55.45	No
6161-ERDGD	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	85.45	6300.85	No
1226-JZNKR	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.80	160.05	No
7318-EIVKO	Male	0	No	No	8	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	59.25	436.60	No
3771-PZOBW	Male	0	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	90.70	1781.35	No
5136-KCKGI	Female	0	Yes	Yes	33	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	103.70	3467.00	Yes
8231-BSWXX	Male	0	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	creditCard	79.05	5552.50	No
6486-LHTMA	Female	1	Yes	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.70	2835.50	No
4083-BFNYK	Female	1	Yes	No	38	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	creditCard	95.00	3591.25	No
3722-WPXTK	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.35	88.35	Yes
7389-KBFIT	Female	0	Yes	Yes	2	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	30.25	63.75	No
7176-WIONM	Female	0	Yes	No	12	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	49.85	617.15	No
5141-ZUVBH	Female	0	No	Yes	9	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	No	bankTransfer	93.00	870.25	No
1089-HDMKP	Male	1	No	Yes	11	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	54.55	601.25	No
7623-HKYRK	Male	0	No	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	111.65	No
0310-SUCIN	Female	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	84.80	6046.10	No
5197-PYEPU	Female	0	Yes	Yes	42	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	creditCard	94.45	3923.80	No
2929-ERCFZ	Female	0	Yes	Yes	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	777.30	Yes
7548-SEPYI	Female	0	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.25	512.45	Yes
8835-VSDSE	Female	0	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.70	141.45	Yes
6619-RPLQZ	Female	0	Yes	Yes	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.85	892.15	No
3275-RHRNE	Male	0	Yes	Yes	28	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.00	1682.05	No
3503-TYDAY	Female	0	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	80.45	3398.90	No
6901-GOGZG	Male	0	No	Yes	60	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.95	4984.85	No
1623-NLDOT	Female	0	Yes	No	42	No	No phone service	DSL	No	Yes	No	Yes	No	No	oneYear	No	mailedCheck	33.55	1445.30	Yes
7021-XSNYE	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	49.65	305.55	No
9621-OUPYD	Female	0	Yes	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.20	507.90	No
9898-KZQDZ	Female	1	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.55	3640.45	Yes
8982-NHAVY	Male	0	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.50	2673.45	No
4307-KWMXE	Male	0	No	No	10	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	35.75	389.80	No
0141-YEAYS	Female	1	No	No	27	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	86.45	2401.05	No
2450-ZKEED	Female	0	No	No	11	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	bankTransfer	53.80	651.55	No
3694-DELSO	Male	0	Yes	Yes	4	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	No	creditCard	38.55	156.10	No
3893-JRNFS	Male	0	No	No	68	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	39.90	2796.35	No
9603-OAIHC	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.05	70.05	No
1133-KXCGE	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	407.05	No
5236-PERKL	Female	0	No	No	57	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	112.95	6465.00	Yes
0142-GVYSN	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.30	511.25	No
1049-FYSYG	Female	0	Yes	No	17	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	35.65	646.05	No
7854-FOKSF	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	35.90	35.90	Yes
2519-FAKOD	Male	0	No	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.25	3777.15	Yes
8406-LNMHF	Male	1	Yes	No	59	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	creditCard	82.95	4903.15	No
1821-BUCWY	Male	0	No	No	30	Yes	No	DSL	Yes	No	Yes	No	No	No	twoYear	Yes	mailedCheck	55.65	1653.85	No
8263-JQAIK	Male	1	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.45	47.50	Yes
0023-UYUPN	Female	1	Yes	No	50	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	25.20	1306.30	No
8314-DPQHL	Male	0	No	No	9	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	mailedCheck	50.80	463.60	No
1465-WCZVT	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	60.65	No
9481-SFCQY	Female	0	No	Yes	14	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	59.80	824.85	No
6360-SVNWV	Female	1	No	No	31	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	73.55	2094.65	No
0567-GGCAC	Female	0	No	No	7	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	61.40	438.90	No
7089-IVVAZ	Female	0	No	No	8	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.35	847.30	Yes
8884-MRNSU	Male	0	Yes	Yes	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.90	329.75	No
2171-UDMFD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.45	674.55	No
9050-IKDZA	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	mailedCheck	81.50	162.55	No
2205-YMZZJ	Male	1	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.80	546.95	Yes
9802-CAQUT	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	109.55	7887.25	No
1254-IZEYF	Female	1	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.95	3186.65	Yes
0187-WZNAB	Female	0	Yes	Yes	27	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	74.40	1972.35	No
9492-TOKRI	Female	0	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	90.00	1527.35	Yes
1475-VWVDO	Male	0	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.90	490.55	No
9221-OTIVJ	Female	1	No	No	14	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.85	1531.40	Yes
1357-MVDOZ	Male	0	Yes	Yes	11	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	59.65	683.25	No
7602-MVRMB	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.45	8058.85	No
3325-FUYCG	Male	0	Yes	Yes	28	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	106.10	2847.40	Yes
5908-QMGOE	Male	1	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.20	1133.90	Yes
1197-BVMVG	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.45	294.45	No
5406-KGRMX	Female	0	No	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	24.55	1719.15	No
8481-YYXWG	Female	0	No	No	5	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.35	461.70	Yes
5968-HYJRZ	Male	0	Yes	Yes	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.55	1160.45	No
5198-EFNBM	Male	1	Yes	No	57	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.65	5199.80	No
7516-GMHUV	Male	1	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	105.05	5163.30	No
7140-ADSMJ	Male	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.45	162.30	No
2230-XTUWL	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	883.35	No
7706-YLMQA	Female	0	No	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.70	1341.50	No
2585-KTFRE	Male	0	No	Yes	1	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	70.45	70.45	No
7994-UYIVZ	Male	0	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.65	659.45	No
2609-IAICY	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	77.15	77.15	Yes
1740-CSDJP	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	35.25	35.25	Yes
7717-BICXI	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.55	1205.05	No
6559-RAKOZ	Male	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	97.95	4917.90	No
2636-OHFMN	Male	0	Yes	No	4	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	48.55	201.00	Yes
4716-MRVEN	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.00	599.30	No
2143-LJULT	Female	0	Yes	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.25	1733.15	No
1323-OOEPC	Female	0	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.40	5149.50	Yes
3200-MNQTF	Male	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	70.90	4677.10	No
6164-HXUGH	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	119.30	No
5630-IXDXV	Female	0	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.35	4849.10	No
0320-DWVTU	Female	0	No	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	mailedCheck	99.50	5424.25	No
9135-MGVPY	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.70	5878.90	No
1212-GLHMD	Male	0	No	No	3	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	86.05	244.85	No
7878-JGDKK	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.55	220.75	No
1088-AUUZZ	Male	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	75.85	4261.20	No
0397-GZBBC	Male	1	Yes	No	59	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.85	5574.75	Yes
6614-YWYSC	Male	1	Yes	No	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.00	1501.75	No
9588-OZDMQ	Female	0	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.00	89.75	No
7641-EUYET	Male	1	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	100.70	4541.20	Yes
6476-EPYZR	Male	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.50	255.50	No
9921-ZVRHG	Female	0	No	No	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.45	1072.00	Yes
1174-FGIFN	Female	0	Yes	Yes	28	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	90.45	2509.25	No
6620-HVDUJ	Male	0	No	No	24	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	60.45	1440.75	No
4701-MLJPN	Male	0	No	No	31	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	55.25	1715.65	Yes
1032-MAELW	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	78.45	5333.35	No
7641-TQFHN	Male	0	No	Yes	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	No	mailedCheck	100.55	3895.35	No
1552-TKMXS	Female	0	Yes	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.35	869.90	No
9206-GVPEQ	Male	0	Yes	No	13	No	No phone service	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	54.45	706.85	Yes
8622-ZLFKO	Female	0	Yes	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.75	512.25	No
1596-BBVTG	Male	0	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	75.35	2636.05	Yes
6188-UXBBR	Female	0	Yes	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.25	814.75	No
2333-KWEWW	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	388.60	No
5702-SKUOB	Female	0	Yes	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.60	93.45	No
1134-YWTYF	Male	0	Yes	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	53.80	1389.85	No
6061-GWWAV	Male	0	No	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	70.20	2894.55	No
0679-TDGAK	Male	0	Yes	Yes	50	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	75.50	4025.60	No
6585-WCEWR	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	20.35	1354.40	No
9067-YGSCA	Female	0	No	No	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	26.05	1856.40	No
9067-SQTNS	Male	0	Yes	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.60	926.00	No
8433-WXGNA	Male	0	No	No	2	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.70	189.20	Yes
1776-SPBWV	Female	0	Yes	Yes	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.10	682.10	No
8735-SDUFN	Female	1	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.30	1778.70	No
9668-PUGNU	Male	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	electronicCheck	24.50	1816.20	No
9405-GPBBG	Female	0	No	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.50	7069.25	No
1926-QUZNN	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.25	1841.20	No
3707-GNWHM	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.25	74.25	Yes
7016-NVRIC	Male	1	Yes	No	29	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	oneYear	No	bankTransfer	90.10	2656.70	No
5829-NVSQN	Female	0	Yes	No	23	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	68.75	1689.45	No
9565-AXSMR	Male	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.20	1054.75	No
8922-LIEGH	Female	1	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.70	2187.55	Yes
8869-LIHMK	Female	0	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.10	7334.05	No
8245-UMPYT	Female	1	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.40	1581.20	Yes
5186-SAMNZ	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.50	69.50	Yes
0447-RXSGD	Male	0	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	99.65	2404.85	No
4927-WWOOZ	Male	0	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.45	171.45	No
5788-YPOEG	Female	0	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	84.75	2839.45	No
5373-SFODM	Male	1	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.25	3132.75	Yes
0661-KBKPA	Male	0	Yes	Yes	53	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	78.75	3942.45	No
9081-WWXKP	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.25	873.40	No
0784-ZQJZX	Male	0	No	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.90	1529.65	No
3133-PZNSR	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	97.75	6991.60	No
5766-ZJYBB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.40	19.40	Yes
8931-GJJIQ	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.30	803.30	Yes
4277-PVRAN	Female	0	No	No	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	80.10	679.30	Yes
0022-TCJCI	Male	1	No	No	45	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	creditCard	62.70	2791.50	Yes
0722-SVSFK	Female	0	No	No	7	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.40	715.00	No
3612-YVGSJ	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.45	1681.60	No
9825-YCXWZ	Female	1	No	No	41	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	101.10	4016.20	No
5397-NSKQG	Male	0	Yes	Yes	67	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	twoYear	No	creditCard	50.90	3281.65	No
8565-HBFNN	Male	0	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	107.20	7317.10	No
2000-DHJUY	Female	1	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	92.20	6474.45	No
0203-HHYIJ	Male	0	No	No	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.30	676.35	Yes
8670-ERCJH	Male	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	113.40	8164.10	No
7758-UJWYS	Male	0	Yes	Yes	34	No	No phone service	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	electronicCheck	40.55	1325.85	No
2050-ONYDQ	Female	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	26.00	1654.85	No
7055-JCGNI	Female	0	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.95	7795.95	No
0739-UUAJR	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	53.80	3952.45	No
4826-DXMUP	Male	0	No	Yes	35	Yes	No	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	72.10	2495.15	No
0952-KMEEH	Male	0	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	mailedCheck	98.15	1230.25	Yes
7285-KLOTR	Female	0	Yes	No	12	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	78.85	876.75	No
0654-PQKDW	Female	0	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	70.75	4263.45	No
7175-NTIXE	Female	0	No	No	25	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	76.15	1992.95	No
7963-SHNDT	Female	0	No	No	52	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	39.10	1982.10	No
9796-BPKIW	Male	1	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	562.70	No
0188-GWFLE	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	33.70	No
8129-GMVGI	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.05	1090.10	No
2882-DDZPG	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.45	227.45	No
3547-LQRIK	Female	0	Yes	No	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	26.90	1250.85	No
9137-NOQKA	Male	1	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.20	37.20	No
5843-TTHGI	Female	0	No	No	18	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.00	892.70	No
1849-RJYIG	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	60.00	487.75	No
8868-GAGIO	Male	0	Yes	No	45	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	84.55	3713.95	No
4061-UKJWL	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.45	141.70	No
5380-XPJNZ	Female	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.05	678.20	No
8263-QMNTJ	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	115.55	8425.30	No
8178-EYZUO	Male	0	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.70	4154.80	Yes
3230-JCNZS	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	99.00	7061.65	No
0277-ORXQS	Male	0	Yes	Yes	66	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	twoYear	No	bankTransfer	50.55	3364.55	No
5130-IEKQT	Male	1	No	No	25	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	105.95	2655.25	Yes
3230-WYKIR	Male	0	No	No	18	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.00	1425.45	Yes
7996-BPXHY	Female	0	Yes	Yes	13	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.00	332.50	No
3227-WLKLI	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	91.55	5963.95	No
0407-BDJKB	Male	0	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.75	5742.90	Yes
2266-FUBDZ	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.35	278.85	No
8237-ULIXL	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.85	1871.85	No
9600-UDOPK	Male	0	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.05	2866.45	Yes
8216-AZUUZ	Female	0	Yes	Yes	42	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	100.40	4303.65	No
9153-BTBVV	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.00	1753.00	No
4074-SJFFA	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	54.75	54.75	Yes
3269-ATYWD	Male	1	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.65	3759.05	Yes
5186-PEIZU	Female	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.25	617.65	No
1074-AMIOH	Female	0	Yes	Yes	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.25	5935.10	No
4910-GMJOT	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	94.60	Yes
0354-WYROK	Female	1	Yes	Yes	31	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.90	2911.30	Yes
4361-FEBGN	Male	0	No	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.15	982.95	No
7748-UMTRK	Female	1	No	Yes	30	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.30	2974.50	No
0380-ZCSBI	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.00	198.70	No
7145-FEJWU	Female	0	No	Yes	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	1275.65	No
6463-MVYRY	Female	1	No	No	57	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	bankTransfer	69.85	4003.00	No
3969-JQABI	Female	0	Yes	No	58	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	65.25	3791.60	No
9624-EGDEQ	Female	0	No	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.80	813.30	No
1051-EQPZR	Female	0	Yes	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.60	780.25	No
5849-ASHZJ	Male	0	No	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.05	552.90	No
5780-INQIK	Female	0	No	No	8	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	49.40	408.25	No
7576-OYWBN	Male	1	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	231.80	Yes
4526-ZJJTM	Female	1	Yes	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	bankTransfer	88.40	2191.15	No
8384-FZBJK	Female	0	Yes	Yes	57	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	5611.70	No
3750-RNQKR	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.45	246.25	No
0962-CQPWQ	Female	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.30	1296.15	No
3096-YXENJ	Female	0	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.65	7082.85	No
1265-BCFEO	Female	0	Yes	No	71	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.45	5662.25	No
5837-LXSDN	Female	0	Yes	Yes	21	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	creditCard	58.85	1215.45	No
5945-AZYHT	Male	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	109.60	7854.15	No
8325-QRPZR	Female	0	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	75.15	525.00	No
6384-VMJHP	Female	0	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	73.00	5265.20	No
2262-SLNVK	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.10	70.10	No
7730-CLDSV	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	98.65	7129.45	No
1135-HIORI	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.45	7266.95	No
0164-APGRB	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.90	8496.70	No
6481-ESCNL	Female	0	No	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	100.55	2878.75	No
1790-NESIO	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.40	261.30	No
1550-EENBN	Female	0	No	No	31	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	104.35	3205.60	No
5539-TMZLF	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.75	69.75	Yes
4323-SADQS	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	34.50	279.25	Yes
4446-BZKHU	Male	0	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.55	6281.45	Yes
5202-IVJNU	Female	0	No	Yes	39	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	30.10	1131.30	Yes
5976-JCJRH	Male	0	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	738.20	Yes
8198-RKSZG	Female	0	Yes	Yes	14	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	MtM	No	creditCard	80.45	1137.05	No
0137-OCGAB	Female	0	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.20	80.20	Yes
3351-NQLDI	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	Yes	creditCard	94.35	6341.45	Yes
9297-EONCV	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	91.35	6697.20	No
7593-JNWRU	Male	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.60	260.80	Yes
4588-YBNIB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.60	19.60	Yes
1069-QJOEE	Male	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.90	505.45	No
3336-JORSO	Female	1	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.45	3655.45	Yes
7799-DSEWS	Male	0	No	No	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	68.35	1299.80	No
8766-PAFNE	Male	0	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.10	5564.85	No
5315-CKEQK	Male	1	Yes	Yes	28	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	electronicCheck	51.00	1381.80	No
3130-ICDUP	Female	0	No	Yes	2	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	creditCard	80.55	188.10	No
0820-FNRNX	Male	0	Yes	Yes	17	Yes	Yes	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	66.70	1077.05	No
0880-FVFWF	Male	0	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	86.40	4922.40	No
4611-ANLQC	Female	0	Yes	No	60	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	50.05	2911.50	No
4213-HKBJO	Female	0	No	No	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.70	826.10	No
2792-LSHWX	Female	0	No	No	1	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	83.40	83.40	No
5028-GZLDO	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.70	140.70	Yes
0014-BMAQU	Male	0	Yes	No	63	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	twoYear	Yes	creditCard	84.65	5377.80	No
6861-XWTWQ	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.25	665.45	Yes
9018-PCIOK	Female	0	No	No	55	Yes	No	DSL	No	Yes	Yes	No	No	Yes	twoYear	Yes	mailedCheck	64.75	3617.10	No
4837-QUSFT	Female	0	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	100.15	6643.50	No
6877-TJMBR	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	84.80	84.80	Yes
9953-ZMKSM	Male	0	No	No	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.25	1559.30	No
0907-HQNTS	Female	1	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.00	7987.60	No
7665-NKLAV	Female	0	Yes	Yes	36	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	40.65	1547.35	No
6769-DCQLI	Male	0	No	No	52	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.00	5426.85	Yes
2433-KMEAS	Male	0	No	No	22	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	54.45	1127.35	Yes
4391-LNRXK	Male	0	No	No	22	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	94.95	2142.80	No
8250-ZNGGW	Female	1	No	No	5	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	59.90	287.85	No
2195-ZRVAX	Female	0	Yes	No	47	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.30	4045.65	Yes
3550-SAHFP	Female	0	No	No	33	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.35	2757.85	Yes
2011-TRQYE	Male	0	No	No	18	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	33.50	600.00	Yes
8562-GHPPI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.80	19.80	No
5893-PYOLZ	Male	0	No	No	56	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	81.80	4534.45	No
4986-MXSFP	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.00	40.90	No
6131-FOYAS	Male	0	No	No	35	Yes	Yes	DSL	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	59.60	2094.90	No
3027-YNWZU	Female	0	Yes	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.00	1584.80	No
5609-IMCGG	Female	0	No	No	15	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.35	1302.65	No
4873-ILOLJ	Male	0	No	No	24	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.35	2238.50	Yes
4727-MCYZG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	55.55	55.55	No
9481-WHGWY	Female	0	Yes	Yes	70	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	No	creditCard	75.35	5437.75	No
2725-KXXWT	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.75	90.75	Yes
9565-DJPIB	Female	0	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	mailedCheck	89.60	365.65	Yes
4328-VUFWD	Female	0	No	No	39	Yes	No	DSL	No	No	No	Yes	No	Yes	oneYear	No	electronicCheck	59.30	2209.15	No
3301-LSLWQ	Female	0	No	No	29	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	66.10	1912.15	No
7473-ZBDSN	Female	0	Yes	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	18.80	255.55	No
3166-PNEOF	Female	0	No	No	61	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.45	5175.30	No
5639-NTUPK	Male	0	No	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	52.10	670.65	No
8780-YRMTT	Female	0	No	No	66	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	mailedCheck	47.40	3177.25	No
8348-HFYIV	Male	0	No	No	2	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	49.25	90.35	Yes
5140-FOMCQ	Female	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.15	6557.75	No
6242-SGYTS	Male	0	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	creditCard	94.95	5791.85	No
8166-ORCHU	Male	1	Yes	No	33	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	electronicCheck	93.55	3055.50	No
8414-OOEEL	Male	0	No	Yes	66	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.50	5196.10	No
8454-AATJP	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.05	8405.00	No
6849-WLEYG	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	19.75	Yes
4659-NZRUF	Female	0	No	No	19	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	95.15	1789.25	Yes
4531-AUZNK	Female	0	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	oneYear	Yes	mailedCheck	95.15	5000.05	No
4191-XOVOM	Male	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	105.40	6713.20	No
2150-OEGBV	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.10	562.60	No
8429-XIBUM	Male	0	No	No	22	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	101.35	2317.10	Yes
1855-CFULU	Female	1	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	91.45	No
4878-BUNFV	Male	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.70	828.85	No
1872-EBWSC	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.35	617.35	No
2608-BHKFN	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.05	266.90	Yes
7026-YMSBE	Male	0	No	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.70	625.05	No
7341-LXCAF	Male	0	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.65	301.40	Yes
6997-UVGOX	Male	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.45	6029.90	No
9674-EHPPG	Male	0	Yes	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	40.40	1842.70	No
9462-MJUAW	Male	0	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.40	206.60	Yes
8128-YVJRG	Female	0	No	No	7	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	79.65	604.70	Yes
5440-VHLUL	Male	0	No	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.20	7386.05	No
5781-BKHOP	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	bankTransfer	100.65	7334.05	No
4283-FUTGF	Male	1	No	No	19	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	79.85	1471.75	Yes
5213-TWWJU	Male	0	No	No	28	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	No	electronicCheck	91.00	2626.15	No
1569-TTNYJ	Male	0	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.75	412.10	Yes
8628-MFKAX	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.75	8277.05	No
2397-BRLOM	Male	1	Yes	Yes	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.45	583.45	Yes
7629-WIXZF	Female	0	No	No	7	Yes	No	DSL	Yes	No	No	No	No	Yes	oneYear	Yes	electronicCheck	59.10	369.25	No
5445-GLVOT	Female	0	No	No	22	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.80	1049.05	No
3976-HXHCE	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.30	1414.80	No
2466-NEJOJ	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.65	169.75	No
0254-KCJGT	Male	0	Yes	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	81.40	4354.45	No
5472-CVMDX	Female	0	No	No	68	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	38.90	2719.20	No
6461-SZMCV	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	87.95	6365.35	No
8150-QUDFX	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	51.60	No
9508-ILZDG	Female	1	No	No	34	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	96.35	3190.25	No
2346-DJQTB	Female	0	No	No	35	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.15	812.50	No
1697-LYYYX	Female	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.10	1143.80	No
1942-OQFRW	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No
4749-VFKVB	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.10	50.10	Yes
9640-ZSLDC	Female	0	Yes	Yes	53	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	creditCard	60.60	3297.00	No
4231-LZUYM	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.65	1887.00	No
7598-UAASY	Male	0	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.40	151.80	Yes
7938-OUHIO	Male	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.70	293.65	Yes
8510-AWCXC	Female	1	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	1308.10	Yes
6128-AQBMT	Male	1	Yes	No	41	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	53.95	2215.40	No
3594-BDSOA	Female	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.40	482.80	No
0431-APWVY	Female	0	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	90.10	2598.95	Yes
5133-VRSAB	Male	0	No	No	8	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.35	216.45	No
5996-DAOQL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.45	20.45	No
6838-YAUVY	Female	0	No	No	54	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	95.10	5064.85	No
0484-JPBRU	Male	0	No	No	41	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	25.25	996.45	No
7883-ROJOC	Female	0	Yes	No	19	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.90	839.65	No
0244-LGNFY	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.65	6733.00	No
7274-CGTOD	Male	0	No	No	62	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	43.70	2618.30	No
4295-YURET	Female	1	Yes	Yes	56	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	72.60	4084.35	No
3426-NIYYL	Male	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	51.55	765.50	Yes
8225-BTJAU	Male	1	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.25	793.55	Yes
4635-EJYPD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	18.95	613.95	No
1866-ZSLJM	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.50	402.85	No
4636-TVXVG	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.95	1244.80	No
4236-UJPWO	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.50	46.40	No
9392-XBGTD	Male	0	No	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.60	581.85	No
3387-VATUS	Male	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.85	462.80	Yes
6402-SSEJG	Female	0	No	No	25	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	61.05	1540.20	No
1143-NMNQJ	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.70	169.80	Yes
1169-SAOCL	Male	0	No	No	49	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	106.65	5168.10	No
1110-KYLGQ	Female	0	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	108.25	6780.10	No
9929-PLVPA	Female	0	No	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.40	94.50	No
3518-PZXZQ	Female	0	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	55.30	55.30	No
2371-JUNGC	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	208.00	No
7693-QPEFS	Male	1	No	No	52	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.95	3829.75	No
0924-BJCRC	Female	1	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.45	5294.60	No
5074-FBGHB	Male	0	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.65	6889.80	No
2351-BKRZW	Female	0	Yes	Yes	43	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	75.20	3254.35	No
4455-BFSPD	Female	0	Yes	No	61	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	101.15	6383.90	No
0415-MOSGF	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.40	44.40	Yes
1724-BQUHA	Male	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	477.70	Yes
3948-KXDUF	Male	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	68.75	4447.55	No
2323-ARSVR	Male	0	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.05	7321.05	No
0815-MFZGM	Female	0	Yes	No	42	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	99.00	4135.00	No
4826-XTSOH	Male	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.05	86.05	Yes
5480-XTFFL	Female	0	Yes	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	21.00	697.70	No
8295-FHIVV	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.40	168.65	No
2495-INZWQ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.55	174.30	Yes
9086-YJYXS	Male	0	Yes	Yes	34	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	77.20	2753.80	No
1179-INLAT	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.45	69.25	No
7909-FIOIY	Female	0	Yes	Yes	19	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.85	434.80	No
4139-SUGLD	Male	0	Yes	Yes	31	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	35.40	1077.50	Yes
6857-VWJDT	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	95.65	95.65	Yes
6351-SCJKT	Male	0	No	No	3	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	MtM	No	mailedCheck	41.35	107.25	No
5468-BPMMO	Male	0	Yes	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.60	851.20	No
5624-BQSSA	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.95	20.95	Yes
0197-PNKNK	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	No	bankTransfer	84.45	5848.60	No
2439-QKJUL	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	109.80	No
1194-SPVSP	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.65	19.65	No
9534-NSXEM	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.65	595.50	No
2408-WITXK	Female	1	No	No	10	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	34.70	329.80	Yes
8929-KSWIH	Male	0	No	No	25	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	99.30	2513.50	No
2250-IVBWA	Male	0	Yes	Yes	64	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.05	5135.35	No
1810-MVMAI	Male	0	Yes	Yes	30	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	67.60	2000.20	No
9506-UXUSK	Male	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	931.75	No
1229-RCALF	Female	0	Yes	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	115.00	7396.15	No
3572-UOLYZ	Female	0	No	Yes	46	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	84.80	3958.85	No
1429-UYJSV	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.70	260.90	No
5577-OTWWW	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.75	297.30	Yes
6100-QQHEB	Male	0	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.55	1515.10	Yes
6366-XIVKZ	Female	0	Yes	Yes	13	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	63.15	816.80	No
3470-OBUET	Female	0	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	74.00	4868.40	No
2770-NSVDG	Male	0	Yes	No	24	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	29.10	688.00	No
9375-MHRRS	Male	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.05	288.35	No
2634-HCZGT	Male	1	Yes	No	53	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	electronicCheck	60.05	3229.65	Yes
7503-QQRVF	Male	1	Yes	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	74.30	1178.25	Yes
4860-YZGZM	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.00	185.40	No
6599-GZWCM	Female	0	No	No	13	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	74.65	966.25	No
2691-NZETQ	Male	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.35	758.60	Yes
4404-HIBDJ	Female	0	No	No	25	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	mailedCheck	74.30	1863.80	Yes
5533-NHFRF	Male	1	No	No	7	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	44.40	265.80	No
7037-MTYVW	Male	0	Yes	Yes	38	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.40	3297.00	No
4760-THGOT	Female	0	Yes	No	43	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	94.10	4107.30	No
7295-JOMMD	Female	0	No	Yes	4	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	98.10	396.30	Yes
4016-BJKTZ	Female	0	No	No	25	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	108.90	2809.05	No
6584-VQMYT	Male	0	No	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	56.20	1567.55	No
9838-BFCQT	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	26.10	1851.45	No
2790-XUYMV	Male	0	No	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	85.45	6028.95	No
0581-MDMPW	Female	0	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	88.95	2072.75	No
5013-SBUIH	Female	0	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.65	5551.15	Yes
1023-BQXZE	Male	0	No	No	57	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	74.35	4317.35	No
9163-GHAYE	Female	0	No	No	15	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	48.85	736.80	No
3904-UKFRE	Male	0	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.10	336.15	No
5353-WILCI	Female	0	No	No	28	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	56.05	1522.65	No
0709-TVGUR	Female	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.55	622.90	Yes
0058-EVZWM	Female	0	Yes	No	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	89.80	4959.60	No
6023-YEBUP	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.95	329.95	Yes
7209-JCUDS	Male	0	No	No	10	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.90	1048.85	Yes
7009-PCARS	Male	0	No	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.10	1001.50	No
0519-DRGTI	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	442.60	No
1017-FBQMM	Female	0	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.05	6703.50	No
3001-CBHLQ	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.90	3351.55	Yes
1985-MBRYP	Female	0	No	No	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.65	779.25	No
6158-DWPZT	Male	0	Yes	No	9	No	No phone service	DSL	No	No	No	No	No	No	oneYear	No	bankTransfer	24.10	259.80	Yes
9372-TXXPS	Female	0	Yes	No	60	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	59.85	3483.45	No
3259-QMXUN	Male	0	Yes	No	58	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	86.10	4890.50	No
1015-JPFYW	Male	0	No	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.45	136.75	No
6645-MXQJT	Male	0	Yes	Yes	2	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	97.10	184.15	No
4360-QRAVE	Male	1	No	No	37	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	36.65	1315.00	No
8433-WPJTV	Female	1	Yes	Yes	65	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.90	6767.10	No
5804-JMYIO	Female	0	Yes	Yes	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	757.95	No
3763-GCZHZ	Male	0	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.05	6890.00	Yes
6484-LATFU	Male	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.55	1657.40	No
7599-NTMDP	Female	0	Yes	Yes	62	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	48.70	3008.55	No
0772-GYEQQ	Male	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	88.35	262.05	Yes
0536-ACXIP	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	109.55	8165.10	No
0936-NQLJU	Female	0	Yes	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.65	875.55	No
4831-EOBFE	Male	0	Yes	Yes	29	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	94.65	2649.15	Yes
1575-KRZZE	Female	0	No	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.20	220.65	No
3251-YMVWZ	Male	0	No	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.05	1301.90	No
4102-OQUPX	Male	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	74.40	Yes
9170-GYZJC	Female	0	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	79.90	3326.20	Yes
4884-LEVMQ	Male	0	Yes	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.45	790.00	No
8857-CUPFQ	Male	0	Yes	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.25	1237.65	No
7610-TVOPG	Male	0	No	No	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	26.35	378.60	No
3638-DIMPH	Female	0	Yes	No	13	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	electronicCheck	43.80	592.65	No
1845-ZLLIG	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.15	50.15	No
8559-WNQZS	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.45	20.45	No
3999-QGRJH	Male	1	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	560.85	Yes
1699-UOTXU	Male	0	No	No	60	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	61.40	3638.25	No
2454-RPBRZ	Female	1	Yes	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	98.10	1060.20	Yes
0635-WKOLD	Male	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	No	creditCard	70.75	2921.75	No
5993-JSUWV	Female	0	No	No	66	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	61.15	4017.45	No
4518-FZBSX	Male	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.25	854.90	No
5387-ASZNZ	Female	1	No	No	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	63.85	4174.35	No
6988-CJEYV	Male	0	No	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	98.70	4920.55	No
2002-MZHWP	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.50	20.50	Yes
3097-FQTVJ	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	810.30	No
5465-BUBFA	Female	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.30	772.40	No
7299-GNVPL	Female	0	Yes	Yes	23	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	84.40	1936.85	No
9743-DQKQW	Male	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.10	79.80	No
1215-VFYVK	Female	0	No	No	4	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	MtM	No	mailedCheck	48.25	202.25	No
9371-BITHB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.85	1070.50	No
2265-CYWIV	Female	1	Yes	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.60	347.65	Yes
9093-FPDLG	Female	0	No	No	11	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	94.20	999.90	No
0541-FITGH	Female	0	Yes	No	2	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	62.15	113.10	No
6985-HAYWX	Female	0	Yes	No	26	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	79.30	2015.80	No
7508-KBIMB	Male	0	Yes	Yes	24	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	56.25	1454.25	No
6838-HVLXG	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.30	246.70	No
2277-DJJDL	Male	1	Yes	No	60	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.00	6017.90	No
1897-OKVMW	Female	0	Yes	Yes	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.60	5817.45	No
5485-ITNPC	Male	0	Yes	No	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.90	5595.30	No
0233-FTHAV	Female	0	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	79.20	4765.00	No
4644-PIZRT	Male	0	Yes	Yes	17	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	70.35	1201.65	No
8922-NPKBJ	Male	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.35	867.30	No
2740-TVLFN	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.15	50.15	No
7771-CFQRQ	Female	0	Yes	Yes	47	Yes	No	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	63.80	3007.25	No
9512-PHSMG	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.55	252.75	No
6963-EZQEE	Male	1	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.55	6306.50	No
2452-KDRRH	Male	1	No	No	67	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	101.40	6841.05	No
2004-OCQXK	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.95	81.95	Yes
5027-QPKTE	Male	0	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	451.10	Yes
4146-SVFUD	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.60	44.60	No
1564-HJUVY	Male	0	No	No	4	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	63.75	226.20	No
3617-XLSGQ	Female	0	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	109.25	7082.50	No
7517-LDMPS	Female	0	No	No	12	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	1017.35	No
7244-KXYZN	Female	0	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.45	527.35	No
5226-NOZFC	Male	0	No	No	26	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	85.75	2146.50	No
2672-HUYVI	Female	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.10	455.30	Yes
1400-WIVLL	Male	0	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	107.95	5969.85	No
7508-MYBOG	Male	0	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.10	1235.55	Yes
8148-NLEGT	Female	0	Yes	Yes	42	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	22.95	1014.25	No
0148-DCDOS	Male	0	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.70	2362.10	Yes
8347-GDTMP	Female	0	Yes	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.45	1225.65	No
9992-RRAMN	Male	0	Yes	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.10	1873.70	Yes
6746-WAUWT	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	19.70	386.50	No
0310-MVLET	Female	0	Yes	Yes	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.15	6010.05	Yes
0428-IKYCP	Male	0	Yes	No	22	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	87.00	1850.65	No
4550-VBOFE	Male	1	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.95	7101.50	Yes
2187-PKZAY	Male	0	No	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	79.95	1043.40	No
4003-OCTMP	Female	0	Yes	No	31	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	64.00	1910.75	No
6652-YFFJO	Female	0	No	No	11	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	64.90	716.10	No
7225-IILWY	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.75	1686.15	No
5248-RPYWW	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	90.15	6716.45	No
7923-IYJWY	Male	1	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.10	7839.85	No
3170-GWYKC	Female	0	No	No	60	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.95	6236.75	No
5696-QURRL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.05	45.05	Yes
7409-KIUTL	Female	1	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.00	71.00	Yes
9830-ECLEN	Male	0	Yes	Yes	58	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	50.00	2919.85	No
1732-VHUBQ	Female	1	Yes	Yes	47	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.55	3309.25	Yes
0495-RVCBF	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.70	79.70	Yes
2668-TZSPS	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	20.45	No
7854-EDSSA	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	59.00	1254.70	Yes
8869-TORSS	Female	0	No	No	48	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	60.35	2896.40	Yes
7446-SFAOA	Female	0	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.85	717.50	No
9522-ZSINC	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	19.95	253.80	No
8234-GSZYK	Male	0	No	No	43	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	26.45	1110.05	No
6505-OZNPG	Female	0	No	No	6	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	63.40	348.80	No
6164-HAQTX	Male	0	No	No	71	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	53.95	3888.65	No
0679-IDSTG	Female	1	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	69.25	Yes
7765-LWVVH	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	electronicCheck	95.10	6843.15	No
1658-TJVOA	Female	1	No	No	6	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.10	450.90	No
0953-LGOVU	Male	0	Yes	Yes	12	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	35.50	432.25	No
2115-BFTIW	Male	0	No	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.95	1767.35	Yes
4692-NNQRU	Female	0	Yes	No	21	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	79.20	1742.45	No
7742-MYPGI	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	48.80	297.35	No
0611-DFXKO	Male	0	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.00	1820.45	Yes
7780-OTDSO	Male	0	Yes	No	18	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.40	1742.95	Yes
9619-GSATL	Female	0	No	No	43	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	No	electronicCheck	55.45	2444.25	No
5622-UEJFI	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.40	949.80	No
9747-DDZOS	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	bankTransfer	73.50	73.50	Yes
0674-DGMAQ	Male	1	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.50	2970.80	No
6203-HBZPA	Male	0	No	No	52	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	63.90	3334.95	No
0484-FFVBJ	Male	0	No	No	32	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	64.85	2010.95	No
0301-FIDRB	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.80	4684.30	No
4139-JPIAM	Male	0	No	No	51	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	creditCard	44.45	2181.55	No
2181-TIDSV	Male	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.95	1303.25	No
2761-XECQW	Male	1	Yes	No	8	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	mailedCheck	43.35	371.40	No
1936-CZAKF	Male	0	Yes	No	49	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	twoYear	No	creditCard	49.65	2409.90	No
9453-PATOS	Female	0	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	85.10	6155.40	No
0564-JJHGS	Male	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.50	829.10	Yes
3348-CFRNX	Female	0	Yes	No	28	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	92.35	2602.90	Yes
4402-FTBXC	Male	0	No	No	54	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	No	mailedCheck	89.80	4667.00	No
1428-GTBJJ	Male	0	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.55	824.75	Yes
2931-XIQBR	Female	0	Yes	Yes	50	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	103.05	5153.50	No
0106-UGRDO	Female	0	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	116.00	8182.85	No
5542-TBBWB	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	No
1930-QPBVZ	Male	0	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	95.10	6683.40	No
2606-PKWJB	Male	0	No	Yes	40	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	40.25	1564.05	No
5322-ZSMZY	Male	0	Yes	Yes	31	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.75	755.60	No
8059-UDZFY	Female	1	No	Yes	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	3465.05	No
7740-BTPUX	Male	1	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.60	6292.70	No
5220-AGAAX	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.00	1664.30	No
0208-BPQEJ	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.40	198.10	No
9435-JMLSX	Male	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.10	6045.90	No
3352-ALMCK	Male	0	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	102.65	4108.15	No
5312-IRCFR	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	92.85	5980.75	No
5294-IMHHT	Male	0	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	No	bankTransfer	97.75	5043.20	No
8802-UNOJF	Male	1	No	No	12	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	83.80	1029.75	Yes
6313-GIDIT	Male	1	No	No	53	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	54.45	2854.55	Yes
6176-YJWAS	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	97.95	7114.25	No
5310-NOOVA	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	19.95	907.05	No
4526-EXKKN	Male	0	No	No	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.60	973.95	No
5311-IHLEI	Male	0	No	No	12	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	50.95	605.75	No
3987-KQDDU	Male	0	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.60	661.55	No
3404-JNXAX	Female	0	Yes	Yes	51	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.75	4116.90	No
5131-PONJI	Male	0	Yes	Yes	49	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	90.40	4494.65	No
2845-AFFTX	Male	1	Yes	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4259.30	Yes
3489-VSFRD	Female	0	No	No	56	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	60.25	3282.75	No
3345-JHUEO	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.20	55.70	No
5815-HGGHV	Male	0	Yes	No	20	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	mailedCheck	64.15	1274.45	No
5260-UMPWX	Female	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.25	493.95	No
2249-YPRNG	Female	0	Yes	Yes	20	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.85	2239.65	Yes
7410-YTJIK	Female	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.45	480.75	Yes
4626-GYCZP	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	635.60	Yes
5649-RXQTV	Male	0	No	No	51	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.00	5038.15	No
2674-MIAHT	Female	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.30	324.20	No
2576-HXMPA	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.55	19.55	No
7587-AOVVU	Male	0	Yes	Yes	27	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	No	electronicCheck	100.75	2793.55	No
5590-BYNII	Male	0	No	No	22	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.75	2095.00	Yes
6898-MDLZW	Male	0	No	No	12	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	53.75	648.65	No
3237-AJGEH	Female	0	Yes	Yes	3	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	31.00	95.05	Yes
4707-YNOQA	Female	0	Yes	Yes	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	25.60	917.15	No
9357-UJRUN	Male	0	Yes	No	24	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	electronicCheck	58.35	1346.90	No
1591-NFNLQ	Male	0	No	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	80.00	4242.35	Yes
8648-PFRMP	Female	1	No	No	14	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	46.35	672.70	No
7663-CUXZB	Male	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	113.75	6561.25	No
0258-NOKBL	Male	0	No	No	3	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	90.40	268.45	No
1163-VIPRI	Female	0	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	109.30	7337.55	No
2815-CPTUL	Male	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.25	331.90	Yes
9348-ROUAI	Female	0	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.30	5194.05	No
9443-JUBUO	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.25	4478.85	No
0596-BQCEQ	Female	0	Yes	Yes	62	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.15	6283.30	Yes
1481-ZUWZA	Male	0	No	No	28	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.50	2659.40	Yes
3043-TYBNO	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	No	mailedCheck	60.65	196.90	No
4830-FAXFM	Male	0	No	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	24.10	439.20	No
5906-BFOZT	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.50	19.50	No
2960-NKRSO	Male	0	No	No	24	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	85.95	2107.15	No
8996-ZROXE	Male	1	No	No	57	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	53.50	3035.80	No
5598-IKHQQ	Female	0	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.45	1866.45	No
0397-ZXWQF	Male	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.50	1430.95	No
5266-PFRQK	Male	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.85	1071.60	No
4674-HGNUA	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.90	6457.15	No
6765-MBQNU	Female	0	Yes	No	26	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	26.00	684.05	No
9786-IJYDL	Female	0	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	113.20	3914.05	No
1303-SRDOK	Female	0	Yes	Yes	55	Yes	No	fiberOptic	No	No	No	No	No	No	twoYear	Yes	creditCard	69.05	3842.60	No
3769-MHZNV	Female	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	670.35	No
6295-OSINB	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	109.65	7880.25	No
3308-MHOOC	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.20	19.20	No
2309-OSFEU	Male	0	No	No	10	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	33.90	298.45	Yes
2207-QPJED	Female	1	Yes	No	37	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	90.00	3371.75	No
4177-JPDFU	Male	0	No	No	12	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	34.00	442.45	No
2239-CFOUJ	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.40	20.40	No
8046-DNVTL	Male	0	Yes	No	62	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	38.60	2345.55	No
2209-XADXF	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	25.25	25.25	No
6620-JDYNW	Female	0	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	60.60	1156.35	No
1891-FZYSA	Male	1	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.95	6143.15	Yes
4770-UEZOX	Male	0	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.75	144.80	No
1038-RQOST	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.60	414.95	No
7613-LLQFO	Male	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.45	1059.55	Yes
4568-TTZRT	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	181.80	No
9513-DXHDA	Male	0	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	81.70	2212.55	No
2640-PMGFL	Male	0	No	Yes	27	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	79.50	2180.55	Yes
3801-HMYNL	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	89.15	89.15	Yes
0516-QREYC	Female	1	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.30	459.95	No
9685-WKZGT	Male	1	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	1036.75	Yes
6022-UGGSO	Female	1	No	No	32	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.40	2276.95	Yes
8084-OIVBS	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.00	211.95	No
8896-BQTTI	Male	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	25.00	25.00	No
3865-QBWSJ	Male	1	No	Yes	38	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	80.45	3162.65	No
3352-RICWQ	Female	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	210.65	No
2160-GPFXD	Male	0	Yes	Yes	54	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	65.65	3566.70	No
2065-MMKGR	Female	0	No	No	29	Yes	Yes	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	71.00	2080.10	No
5857-TYBCJ	Male	1	Yes	No	44	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	4040.20	No
1498-NHTLT	Male	0	Yes	Yes	59	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	86.75	5186.00	No
4484-CGXFK	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.30	196.15	Yes
1402-PTHGN	Female	0	Yes	Yes	18	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	61.50	1087.45	No
4176-RELJR	Male	1	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.10	1672.15	No
6214-EDAKZ	Female	0	Yes	Yes	22	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	55.15	1206.05	Yes
5199-FPUSP	Male	0	No	Yes	33	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	34.05	1113.95	No
6377-KSLXC	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	107.05	No
1796-JANOW	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	38.15	No
0238-WHBIQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.70	6339.30	No
8735-NBLWT	Male	0	No	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	184.10	No
6651-RLGGM	Male	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	26.30	1688.90	No
6127-ISGTU	Female	0	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.95	1378.25	Yes
1614-JBEBI	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.70	137.60	No
8740-XLHDR	Male	0	No	No	5	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	43.25	219.00	Yes
1208-DNHLN	Male	0	Yes	Yes	23	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	48.35	1067.15	Yes
1761-AEZZR	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.55	79.55	Yes
3923-CSIHK	Female	1	Yes	No	50	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.05	3444.85	Yes
5696-EXCYS	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.45	369.05	No
5795-KTGUD	Female	0	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	110.80	7553.60	No
7120-RFMVS	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	84.50	84.50	Yes
7924-GJZFI	Female	1	Yes	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.30	1813.10	No
4702-HDRKD	Male	0	No	No	67	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	49.35	3321.35	No
8512-WIWYV	Male	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.35	707.50	No
5897-ZYEKH	Female	1	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	105.60	7112.15	No
5456-ITGIC	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.45	4641.10	No
7317-GGVPB	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.60	7690.90	Yes
1406-PUQVY	Male	0	No	Yes	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.90	49.90	No
1322-AGOQM	Male	0	No	No	46	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	30.30	1380.10	Yes
3677-IYRBF	Female	1	No	No	2	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	30.40	78.65	Yes
5692-FPTAH	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.40	45.40	Yes
9114-AAFQH	Female	0	Yes	No	48	Yes	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	65.65	3094.65	No
8715-KKTFG	Female	0	Yes	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.30	6518.35	No
1550-LOAHA	Female	0	Yes	No	32	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	bankTransfer	84.15	2585.95	Yes
1728-BQDMA	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.45	82.70	No
0268-QKIWO	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.75	58.85	Yes
0876-WDUUZ	Female	0	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	85.40	425.90	Yes
5117-ZSMHQ	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	89.90	6342.70	No
5151-HQRDG	Male	0	Yes	No	37	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	55.05	2030.75	No
0960-HUWBM	Male	0	Yes	Yes	65	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.10	6700.05	No
6465-GSRCL	Female	0	No	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	106.60	7244.70	No
0617-FHSGK	Male	0	No	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	75.20	3678.30	Yes
0263-FJTQO	Male	0	Yes	Yes	50	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	twoYear	Yes	creditCard	70.50	3486.65	No
7319-ZNRTR	Male	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.60	411.15	No
2858-MOFSQ	Female	0	No	Yes	17	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	Yes	mailedCheck	55.85	937.50	Yes
7503-EPSZW	Female	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.05	1559.15	No
7089-XXAYG	Male	0	Yes	No	25	No	No phone service	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	creditCard	38.10	970.40	No
8118-LSUEL	Male	1	No	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	2483.50	Yes
8070-AAWZP	Male	1	Yes	No	24	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	34.25	828.20	No
1666-JXLKU	Female	0	No	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3810.55	No
7855-DIWPO	Female	0	No	No	21	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.65	1493.20	No
5133-POWUA	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.80	45.80	No
5652-MSDEY	Female	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.75	777.30	No
7005-CCBKV	Male	0	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.40	556.35	Yes
1810-BOHSY	Male	0	Yes	No	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	96.40	4911.05	No
1784-BXEFA	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.55	187.35	No
7351-MHQVU	Female	0	No	No	6	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	MtM	No	creditCard	50.95	307.60	No
9224-VTYID	Male	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.50	4318.35	No
9500-IWPXQ	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	79.40	4820.55	No
5762-TJXGK	Female	0	No	No	52	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	58.75	3038.55	No
4504-YOULA	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	59.45	2136.90	No
5569-IDSEY	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.70	7472.15	No
4250-FDVOU	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	56.25	389.10	Yes
7284-ZZLOH	Male	0	Yes	No	45	Yes	No	DSL	Yes	No	Yes	No	No	No	twoYear	No	creditCard	53.30	2296.25	No
5277-ZLOOR	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.55	187.45	Yes
2141-RRYGO	Female	0	No	No	4	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	68.65	261.25	Yes
1777-JYQPJ	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.30	38.45	No
6376-GAHQE	Male	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	77.85	299.20	Yes
3401-URHDA	Male	0	No	No	51	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	59.90	3043.60	No
1599-EAHXY	Male	0	Yes	Yes	60	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	23.95	1506.40	No
8631-XVRZL	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.15	163.70	No
5052-PNLOS	Male	0	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	323.25	Yes
3853-LYGAM	Male	0	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.65	1640.00	No
6979-ZNSFF	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	87.05	762.10	Yes
5751-USDBL	Male	0	Yes	Yes	46	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.00	3846.35	No
5680-LQOGP	Female	0	No	No	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.45	5646.60	No
2386-LAHRK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	53.50	53.50	Yes
8189-DUKMV	Female	0	Yes	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.50	79.05	No
6032-IGALN	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.10	25.10	Yes
9931-DCEZH	Male	0	No	Yes	28	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.40	1516.60	No
1898-JSNDC	Female	0	No	No	39	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	creditCard	58.60	2224.50	No
0315-LVCRK	Male	0	No	No	11	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	84.80	888.75	No
3911-RSNHI	Female	0	Yes	No	71	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	61.40	4310.35	No
2410-CIYFZ	Male	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	42.90	No
4248-HCETZ	Male	1	Yes	No	30	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	79.65	2365.15	Yes
5505-OVWQW	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.15	353.65	No
7271-AJDTL	Female	0	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	94.45	5073.10	No
1867-TJHTS	Female	0	No	No	58	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	79.80	4526.85	No
0516-WJVXC	Female	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.20	308.25	Yes
9174-FKWZE	Female	1	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.45	19.45	Yes
6860-YRJZP	Male	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.05	678.45	No
4429-WYGFR	Male	0	No	No	26	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	49.15	1237.30	No
2817-LVCPP	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.40	1023.95	No
5038-ETMLM	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.65	8182.75	No
5056-FIMPT	Female	0	No	Yes	43	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.00	4532.30	No
4521-WFJAI	Male	0	No	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.95	1444.05	No
6569-KTMDU	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.10	19.10	No
8809-RIHDD	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	103.40	7372.65	Yes
8809-XKHMD	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	100.55	7325.10	No
0396-YCHWO	Male	0	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.40	3474.20	No
0867-LDTTC	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	75.15	392.65	No
4822-NGOCH	Female	0	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.45	1058.60	Yes
9391-DXGGG	Female	1	No	No	44	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	creditCard	89.15	3990.75	No
9844-FELAJ	Female	1	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.90	7475.85	No
2122-SZZZD	Male	0	No	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.50	835.50	No
5307-DZCVC	Female	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	85.95	2628.60	Yes
3148-AOIQT	Female	0	Yes	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.95	1718.35	No
8679-JOEVF	Female	1	No	No	16	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	59.40	1023.90	Yes
8395-ETZKQ	Male	1	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.50	1193.55	No
6692-YQHXC	Male	0	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	1205.50	No
3889-VWBID	Male	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	82.85	5776.45	No
5222-JCXZT	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.00	78.90	No
9754-CLVZW	Female	0	Yes	Yes	26	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	38.85	1025.15	No
1432-FPAXX	Female	0	No	No	29	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.60	856.35	Yes
2739-CCZMB	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.35	122.00	No
7080-TNUWP	Male	0	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	95.00	6602.90	No
0496-AHOOK	Male	0	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	74.40	1712.90	No
8336-TAVKX	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	78.45	5682.25	No
2468-SJFLM	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	74.30	74.30	No
3181-VTHOE	Male	0	Yes	No	70	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	51.05	3635.15	No
7168-HDQHG	Female	0	Yes	Yes	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.20	702.90	No
4803-AXVYP	Female	1	No	No	38	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.55	3734.25	Yes
3884-HCSWG	Female	0	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	1144.50	Yes
4567-AKPIA	Female	0	Yes	Yes	41	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.10	4454.25	No
5077-DXTCG	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.30	45.30	Yes
1142-WACZW	Male	0	No	No	2	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	29.85	75.60	Yes
7901-HXJVA	Male	0	No	No	14	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.45	1117.55	No
5649-ANRML	Male	1	No	No	2	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	creditCard	95.10	180.25	Yes
4892-VLANZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.80	19.80	Yes
5924-IFQTT	Male	0	Yes	Yes	13	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	72.80	930.05	No
7968-QUXNS	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.95	110.15	No
2919-HBCJO	Female	0	No	No	4	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	76.65	333.60	Yes
4236-XPXAV	Female	0	Yes	Yes	5	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.15	465.05	Yes
8903-WMRNW	Female	0	Yes	No	15	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.75	1669.40	No
2452-SNHFZ	Female	0	No	No	47	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	creditCard	75.45	3545.10	No
3629-WEAAM	Female	0	No	No	8	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	No	mailedCheck	64.10	504.05	No
6029-CSMJE	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.65	440.20	No
7993-NQLJE	Male	0	Yes	Yes	15	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	75.10	1151.55	No
9909-DFRJA	Female	0	No	No	26	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	95.85	2475.35	No
9099-FTUHS	Female	0	No	No	23	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.40	1249.25	No
0581-BXBUB	Female	1	No	No	4	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	72.75	317.75	No
4962-CHQPW	Male	0	No	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.85	535.05	No
9467-ROOLM	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.05	461.30	No
3030-YZADT	Male	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.95	431.00	Yes
7410-KTVFV	Male	0	Yes	No	18	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.55	878.35	Yes
5150-ITWWB	Male	1	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.85	335.75	No
2253-KPMNB	Female	0	Yes	Yes	69	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	46.25	3121.40	No
1345-ZUKID	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.35	324.80	No
6429-SHBCB	Male	0	No	No	19	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	69.60	1394.55	No
9281-OFDMF	Male	1	No	No	39	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	90.70	3413.25	No
2603-HVKCG	Male	0	No	No	31	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	3143.65	No
1834-WULEG	Male	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.25	439.75	No
9097-ZUBYC	Male	0	Yes	No	14	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	48.80	664.40	No
5148-ORICT	Female	0	Yes	No	64	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	74.35	4759.55	No
4893-GYUJU	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.35	1033.00	No
4578-PHJYZ	Male	0	Yes	Yes	52	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	68.75	3482.85	No
7272-QDCKA	Male	0	No	No	28	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	100.20	2688.45	No
8908-SLFCJ	Female	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.85	435.25	No
8393-DLHGA	Male	0	No	Yes	25	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.90	2448.75	Yes
9766-HGEDE	Female	0	Yes	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.35	307.00	No
6968-MHOMU	Male	0	Yes	No	58	No	No phone service	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	45.00	2689.35	No
7395-IGJOS	Male	1	Yes	No	17	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	81.50	1329.20	Yes
5044-XDPYX	Female	0	Yes	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.50	1281.25	No
1814-WFGVS	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	48.90	3527.00	No
2834-SPCJV	Male	0	Yes	No	52	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	84.10	4348.65	Yes
3721-WKIIL	Female	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.60	561.15	No
6734-CKRSM	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	63.60	No
1265-ZFOSD	Female	0	Yes	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	81.30	5129.30	No
6568-POCUI	Female	0	Yes	No	45	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	95.20	4285.80	No
7890-VYYWG	Male	1	Yes	No	3	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	36.45	93.70	Yes
5197-LQXXH	Female	0	Yes	No	71	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.30	5894.50	No
9907-SWKKF	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.05	25.05	Yes
3457-PQBYH	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.30	1160.75	No
7682-AZNDK	Male	0	Yes	Yes	34	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.85	3091.75	No
0587-DMGBH	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.85	365.55	Yes
5384-ZTTWP	Female	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.80	272.95	No
3745-HRPHI	Male	0	Yes	Yes	66	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	54.65	3632.00	No
7636-OWBPG	Male	1	No	No	12	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	29.35	381.20	No
1231-YNDEK	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.15	1035.50	No
1407-DIGZV	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.10	52.00	No
6397-JNZZG	Female	1	Yes	No	43	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	55.55	2342.20	Yes
0570-BFQHT	Female	0	No	No	9	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	80.55	653.90	No
4393-OBCRR	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.25	71.20	No
3523-QRQLL	Female	0	Yes	Yes	22	Yes	No	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	69.50	1498.20	Yes
8564-LDKFL	Male	0	Yes	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.00	4178.65	No
3696-DFHHB	Female	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.50	1821.80	No
0895-DQHEW	Male	0	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.30	5278.15	Yes
4717-GHADL	Female	0	No	No	50	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	79.60	4024.20	No
5501-TVMGM	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.25	55.25	No
5879-HMFFH	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	88.05	6520.80	No
6772-WFQRD	Male	0	No	Yes	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.40	854.90	No
3810-DVDQQ	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	117.60	8308.90	No
6972-SNKKW	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	109.20	No
3694-GLTJM	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.65	92.05	No
8550-XSXUQ	Male	0	Yes	No	48	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	70.55	3420.50	No
8149-RSOUN	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	93.85	Yes
9055-MOJJJ	Female	0	Yes	Yes	64	Yes	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	mailedCheck	65.80	4068.00	No
4359-INNWN	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.05	337.90	No
0585-EGDDA	Male	0	Yes	No	40	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	80.00	3168.75	No
4032-RMHCI	Female	0	Yes	Yes	41	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	35.40	1412.40	No
0549-CYCQN	Male	1	No	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	bankTransfer	79.60	3974.70	No
3481-JHUZH	Male	0	Yes	No	41	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.25	3439.00	No
7250-EQKIY	Female	0	Yes	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	50.45	50.45	Yes
3594-IVHJZ	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.45	42.45	No
6869-FGJJC	Male	0	No	No	68	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	creditCard	79.60	5461.45	No
3896-ZVNET	Female	0	Yes	Yes	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.70	571.75	No
8205-VSLRB	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	77.30	5498.20	No
5960-MVTUK	Male	0	No	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.75	96.85	No
6817-WTYHE	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.90	111.05	No
3082-VQXNH	Male	0	Yes	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	29.80	94.40	No
4013-UBXWQ	Female	0	No	No	7	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.65	521.10	Yes
4931-TRZWN	Female	0	No	No	13	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	71.95	923.85	No
0750-EKNGL	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.75	141.10	No
7669-LCRSD	Male	0	Yes	Yes	12	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	56.30	628.65	No
3567-PQTSO	Male	0	Yes	Yes	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.25	5576.30	No
5519-NPHVG	Female	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	1046.10	Yes
8043-PNYSD	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	1245.60	No
9938-EKRGF	Female	0	No	No	15	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	MtM	No	mailedCheck	84.45	1287.85	No
2703-AMTUL	Male	0	Yes	Yes	36	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	53.65	1939.35	No
0928-JMXNP	Male	1	Yes	No	4	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.90	118.25	No
8173-RXAYP	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	452.55	No
4825-XJGDM	Female	0	No	No	61	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	creditCard	43.70	2696.55	No
5402-HTOTQ	Male	0	No	No	16	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	55.30	875.35	No
6734-JDTTV	Male	0	Yes	Yes	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.85	1267.05	No
7850-THJMU	Female	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.65	494.90	No
3890-RTCMS	Male	0	No	No	16	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.45	799.00	No
8849-GYOKR	Female	0	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	106.55	5763.30	Yes
3148-BLQJT	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.10	20.10	Yes
3717-FDJFU	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.45	106.90	No
3665-JATSN	Female	0	No	No	19	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	39.70	710.05	No
7966-YOTQW	Male	0	No	No	10	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	54.50	568.20	No
0461-CVKMU	Female	0	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	83.80	1900.25	Yes
8806-EAGWC	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.15	159.15	Yes
8853-TZDGH	Female	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.60	8012.75	No
7779-LGOVN	Male	1	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.65	856.65	Yes
4324-BZCKL	Female	0	Yes	Yes	10	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	55.55	551.30	No
6924-TDGMT	Male	0	Yes	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.55	184.95	No
9710-ZUSHQ	Female	1	No	No	37	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	106.75	4056.75	Yes
1536-YHDOE	Male	0	Yes	Yes	17	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	62.10	1096.65	No
8123-QBNAZ	Female	0	Yes	Yes	36	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	3684.95	No
3629-ZNKXA	Male	1	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.80	1752.45	No
4827-LTQRJ	Female	1	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	110.60	7210.85	No
7711-YIJWC	Male	0	Yes	Yes	61	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	84.90	5264.50	No
5482-VXSXJ	Male	0	No	No	22	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.20	2157.30	No
7365-BVCJH	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.40	24.40	No
9620-ENEJV	Female	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.55	433.95	No
4183-WCSEP	Male	0	No	No	31	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	78.45	2435.15	Yes
2378-YIZKA	Female	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.00	5607.75	No
5498-TXHLF	Female	0	Yes	Yes	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	87.45	2874.15	Yes
0689-DSXGL	Female	0	Yes	Yes	52	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	85.80	4433.30	No
6818-DJXAA	Female	0	No	Yes	10	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	91.10	964.35	No
9722-UJOJR	Male	0	Yes	Yes	29	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.75	1974.80	Yes
0464-WJTKO	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.10	1460.85	No
8902-ZEOVF	Male	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.05	951.55	No
6778-EICRF	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	74.80	1821.20	No
2662-NNTDK	Male	0	No	No	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.80	1600.95	No
4132-KALRO	Female	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	100.85	399.25	No
3902-FOIGH	Male	1	Yes	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	1218.55	Yes
6772-KSATR	Male	0	No	No	1	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	81.70	81.70	Yes
7112-OPOTK	Male	0	No	No	33	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.25	2171.15	Yes
2874-YXVVA	Female	0	No	No	34	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.10	3634.80	No
1245-HARPS	Female	0	Yes	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.40	292.40	No
4210-QFJMF	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.15	317.25	Yes
4323-ELYYB	Male	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.00	218.55	No
4293-ETKAP	Female	0	Yes	Yes	65	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.40	5071.90	No
6064-PUPMC	Male	0	Yes	Yes	23	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	57.20	1423.35	No
6504-VBLFL	Male	0	Yes	No	55	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	58.60	3068.60	No
6322-PJJDJ	Male	0	Yes	No	49	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	electronicCheck	94.80	4690.65	No
0330-BGYZE	Male	0	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	102.50	6157.60	No
1085-LDWAM	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.35	1442.65	No
7586-ZATGZ	Male	0	No	No	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.90	3369.05	No
7197-VOJMM	Male	0	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	69.20	4671.65	No
3318-OSATS	Male	1	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	3474.05	Yes
5828-AVIPD	Male	0	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.95	1875.55	Yes
1843-TLSGD	Female	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.85	272.35	No
9626-VFRGG	Female	0	No	Yes	41	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	88.50	3645.05	No
7075-BNDVQ	Female	0	No	No	4	No	No phone service	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	35.00	135.75	No
9143-CANJF	Female	0	Yes	Yes	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	55.15	1319.85	No
7284-BUYEC	Female	0	No	No	5	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	50.95	229.40	No
2041-JIJCI	Female	0	No	No	5	Yes	Yes	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	64.00	370.25	No
1086-LXKFY	Female	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.10	69.10	Yes
4900-MSOMT	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	80.20	5714.20	No
2229-VWQJH	Female	0	No	No	24	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	creditCard	49.30	1233.25	No
9194-GFVOI	Female	0	Yes	No	42	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.35	3571.60	No
1336-EZFZY	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	83.30	No
4282-MSACW	Male	0	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	117.20	8035.95	No
1403-LKLIK	Female	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	579.40	No
2636-ALXXZ	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes
7774-OJSXI	Male	0	No	No	31	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.45	3066.45	Yes
7786-WBJYI	Female	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	77.95	305.55	Yes
0136-IFMYD	Male	1	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.95	7634.25	No
5144-TVGLP	Male	1	No	No	38	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.75	3653.00	No
9643-AVVWI	Female	0	Yes	Yes	3	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	80.00	241.30	No
0253-ZTEOB	Female	0	Yes	Yes	48	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	79.65	3870.30	No
2706-QZIHY	Female	0	Yes	No	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.20	387.90	No
6061-PQHMK	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.90	527.50	No
9885-CSMWE	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.45	78.45	Yes
6137-MFAJN	Female	0	No	No	48	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	44.80	2104.55	No
9122-UMROB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.30	20.30	No
4232-JGKIY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.20	19.20	No
2402-TAIRZ	Female	0	No	No	37	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	80.05	3019.10	No
9659-ZTWSM	Male	1	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	107.35	7051.95	No
9139-TWBAS	Female	0	Yes	No	26	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	47.85	1190.50	No
6685-GBWJZ	Male	0	Yes	No	63	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	creditCard	70.80	4448.80	No
5016-ETTFF	Male	0	No	No	10	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	29.50	255.25	Yes
3866-MDTUB	Female	0	No	No	2	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	70.75	146.90	Yes
2195-VVRJF	Male	1	Yes	No	18	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	59.10	1011.05	No
3913-RDSJZ	Female	0	Yes	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.55	1714.95	No
8058-JMEQO	Female	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.45	762.50	Yes
4203-QGNZA	Female	0	No	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	535.35	No
5043-TRZWM	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.55	75.55	No
0697-ZMSWS	Male	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.65	338.90	Yes
7657-DYEPJ	Male	1	No	No	38	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.15	2497.35	Yes
9494-BDNNC	Male	0	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	95.30	6273.40	No
1640-PLFMP	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	70.25	No
5366-OBVMR	Female	0	Yes	No	18	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.30	908.75	No
8276-MQBYC	Male	1	No	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	97.80	4913.30	Yes
7644-OMVMY	Male	0	Yes	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.85	NA	No
7593-XFKDI	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.30	46.30	Yes
4573-JKNAE	Male	0	No	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.35	212.30	No
0337-CNPZE	Female	0	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.30	4443.45	Yes
9817-APLHW	Male	0	No	No	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	25.00	316.20	No
8380-MQINP	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.30	1079.05	No
0840-DFEZH	Female	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.35	564.65	No
1513-XNPPH	Female	0	No	No	12	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.40	1095.65	Yes
8690-ZVLCL	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.00	6161.90	No
6015-VVHHE	Female	1	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	83.15	446.05	Yes
1125-SNVCK	Female	1	No	No	49	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.80	2106.05	No
0384-LPITE	Male	0	No	No	40	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	62.05	2511.55	No
4616-EWBNJ	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.10	318.60	No
6347-DCUIK	Male	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.15	811.80	Yes
1335-HQMKX	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.35	7323.15	No
2545-EBUPK	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.05	186.05	No
6923-AQONU	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.90	454.00	No
2172-EJXVF	Female	1	No	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.90	7521.95	No
0897-FEGMU	Female	0	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	1056.95	Yes
7663-RGWBC	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.15	44.15	Yes
1120-BMWUB	Female	0	No	No	16	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	53.90	834.15	Yes
9124-LHCJQ	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	85.45	85.45	Yes
4536-PLEQY	Male	0	Yes	No	12	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	85.05	999.80	No
7029-IJEJK	Female	0	No	No	54	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	bankTransfer	44.10	2369.70	No
8871-JLMHM	Female	0	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	twoYear	No	creditCard	90.20	6297.65	No
2235-ZGKPT	Female	0	Yes	Yes	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.85	239.55	Yes
3891-PUQOD	Female	0	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	59.20	59.20	Yes
5447-VYTKW	Male	0	No	No	27	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	53.45	1461.45	No
3623-FQBOX	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.95	416.40	No
0689-NKYLF	Male	0	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	83.20	1060.60	Yes
8659-HDIYE	Female	1	No	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	74.65	4869.35	No
3658-KIBGF	Female	0	No	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	54.90	54.90	Yes
3474-BAFSJ	Male	0	Yes	No	57	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	57.50	3265.95	No
5519-YLDGW	Female	0	Yes	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.90	2254.20	Yes
3865-ZFZIB	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.65	358.15	No
1855-AGAWH	Male	0	Yes	No	31	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	93.80	2939.80	No
7109-CQYUZ	Male	0	No	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	89.25	4652.40	No
1370-GGAWX	Female	0	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	94.15	4408.45	No
4680-KUTAJ	Female	1	No	No	11	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	55.60	580.80	No
5307-UVGNB	Female	0	Yes	Yes	53	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	48.70	2495.20	No
4946-EDSEW	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.25	180.30	Yes
2883-ILGWO	Male	1	No	No	57	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.90	5913.95	No
2516-VQRRV	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.45	158.40	Yes
7580-UGXNC	Female	1	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.85	104.20	Yes
3642-BYHDO	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.90	1389.35	No
9629-NHXFW	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.40	19.40	No
2696-RZVZW	Male	0	Yes	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.05	1629.20	No
5766-FTRTS	Male	0	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	84.45	6033.10	No
0396-HUJBP	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.30	44.40	No
5178-LMXOP	Male	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	95.10	Yes
8879-ZKJOF	Female	0	No	No	41	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	79.85	3320.75	No
6285-FTQBF	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.55	1867.70	No
8185-UPYBR	Male	0	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	438.00	Yes
4585-HETAI	Female	0	Yes	Yes	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.75	325.45	Yes
7526-BEZQB	Male	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.05	1148.10	Yes
1474-JUWSM	Female	0	Yes	No	58	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	68.40	3972.25	No
3530-CRZSB	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.65	155.90	No
8498-XXGWA	Female	0	Yes	No	65	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.15	3673.15	No
9617-INGJY	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.60	70.60	No
0621-TSSMU	Male	0	Yes	No	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.95	1126.75	No
7234-KMNRQ	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.00	73.45	No
7636-PEPNS	Female	0	Yes	Yes	58	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	44.10	2413.05	No
4683-WYDOU	Male	0	Yes	No	62	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.60	6912.70	No
9052-DHNKM	Male	0	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	No	electronicCheck	61.55	1581.95	No
6794-HKIAJ	Male	0	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	90.70	5586.45	No
5578-NKCXI	Female	0	Yes	Yes	58	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	creditCard	99.25	5846.65	No
1642-HMARX	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	91.70	6424.70	No
3096-WPXBT	Female	0	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	100.70	6018.65	No
8434-PNQZX	Female	0	No	No	42	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	78.45	3373.40	No
5950-AAAGJ	Male	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	84.30	1537.90	No
4299-OPXEJ	Female	0	No	No	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.55	1080.55	No
4951-UKAAQ	Female	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	88.95	355.20	Yes
9618-LFJRU	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.45	82.85	No
6693-DJWTY	Female	0	No	Yes	35	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	creditCard	55.60	2016.45	No
0744-GKNGE	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	bankTransfer	86.80	5327.25	No
6447-EGDIV	Female	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.95	683.25	No
1167-OYZJF	Female	1	Yes	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.05	1263.05	No
2108-YKQTY	Female	0	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	50.70	151.30	Yes
4806-DXQCE	Female	1	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.65	7714.65	No
4918-QLLIW	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	53.40	188.70	Yes
7056-IMHCC	Male	1	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.90	5549.40	Yes
4854-SSLTN	Male	0	Yes	Yes	2	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	59.50	130.50	No
5294-DMSFH	Female	0	Yes	Yes	29	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	87.80	2621.75	No
4837-PZTIC	Female	0	No	No	47	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	41.90	1875.25	No
1625-JAIIY	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	Yes	electronicCheck	83.00	5685.80	Yes
0603-OLQDC	Male	0	No	Yes	12	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	69.85	837.50	No
3272-VUHPV	Female	0	Yes	Yes	8	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	56.30	401.50	No
4176-FXYBO	Male	0	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	109.55	6118.95	No
1063-DHQJF	Male	0	Yes	Yes	69	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	92.15	6480.90	No
8663-UPDGF	Female	0	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	69.50	1800.05	No
6719-FGEDO	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	97.00	7104.20	No
1837-YQUCE	Female	0	No	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	58.35	4214.25	No
2947-DOMLJ	Male	0	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.60	50.60	Yes
4112-LUEIZ	Male	0	No	No	10	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	863.10	Yes
0369-ZGOVK	Female	0	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.40	1992.20	No
4510-HIMLV	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	69.80	Yes
9919-KNPOO	Female	0	Yes	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.30	1948.35	No
8749-JMNKX	Male	1	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	93.80	4750.95	Yes
7872-BAAZR	Female	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.55	1007.90	No
9391-LMANN	Male	0	No	Yes	53	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	95.95	5036.90	No
2430-USGXP	Male	0	Yes	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.05	2391.80	Yes
8174-TBVCF	Female	0	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	94.80	6859.05	No
1698-XFZCI	Male	0	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.75	6521.90	No
1877-HKBQX	Female	0	No	No	11	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	54.60	617.85	No
4450-DLLMH	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	71.30	157.75	No
0428-AXXLJ	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.50	516.30	No
2746-DIJLO	Female	0	No	No	41	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	creditCard	56.30	2364.00	No
5955-ERIHD	Male	0	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	1687.95	Yes
0917-EZOLA	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.15	7689.95	Yes
3508-VLHCZ	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.55	6239.05	No
4086-ATNFV	Female	0	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	60.80	2042.05	No
0468-YRPXN	Male	0	No	No	29	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	98.80	2807.10	No
5996-NRVXR	Male	1	Yes	No	40	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	98.15	4116.80	No
3739-YBWAB	Male	0	Yes	No	36	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.35	1317.95	No
7047-FWEYA	Female	0	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.15	4594.65	No
2000-MPKCA	Female	0	No	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.75	6332.75	No
9762-YAQAA	Male	0	No	No	39	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	No	creditCard	81.40	3213.75	No
5949-EBSQK	Male	0	Yes	Yes	4	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	No	creditCard	61.45	229.55	Yes
5473-KHBPS	Female	0	Yes	Yes	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	95.70	4976.15	No
0100-DUVFC	Male	1	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.80	7308.95	No
5397-TUPSH	Male	1	Yes	No	65	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.95	4555.20	No
8950-MTZNV	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.95	44.95	No
0326-VDYXE	Female	0	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.65	6982.50	No
6773-LQTVT	Female	1	Yes	Yes	29	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	35.65	1025.15	No
7274-RTAPZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.55	90.55	Yes
0436-TWFFZ	Female	0	No	No	67	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	85.25	5714.20	No
8566-YPRGL	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.50	19.50	No
0311-UNPFF	Female	0	No	No	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	88.80	2274.35	Yes
6609-MXJHJ	Female	0	Yes	Yes	30	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	25.10	789.55	No
2669-OIDSD	Female	0	Yes	No	48	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	100.05	4834.00	No
8400-WZICQ	Female	0	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.70	3131.80	No
3834-XUIFC	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	85.20	602.55	Yes
9576-SYUHJ	Male	0	No	No	37	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	91.15	3369.25	No
0410-IPFTY	Female	0	Yes	No	31	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	83.85	2674.15	No
2831-EBWRN	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.90	199.75	No
9430-NKQLY	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.10	1790.80	No
8414-MYSHR	Male	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.40	449.75	Yes
0247-SLUJI	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	19.70	No
9402-ORRAH	Female	1	No	No	15	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.50	1400.30	No
6483-OATDN	Male	0	Yes	Yes	8	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	51.30	411.60	No
1293-HHSHJ	Female	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	21.10	741.00	No
4840-ORQXB	Female	1	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	104.75	5841.35	No
7599-FKVXZ	Male	0	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	106.15	4512.70	Yes
3982-DQLUS	Male	1	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	85.75	5688.45	No
8610-ZIKJJ	Female	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.30	31.90	No
3756-VNWDH	Male	1	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.75	6674.65	No
7801-KICAO	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.15	1345.75	No
7673-LPRNY	Female	0	No	No	23	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	78.55	1843.05	No
8229-TNIQA	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.30	196.95	Yes
6060-QBMGV	Male	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	1433.80	No
7339-POGZN	Female	0	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	50.70	214.55	No
2828-SLQPF	Male	0	No	No	19	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.00	865.85	No
4465-VDKIQ	Female	0	No	No	18	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	77.80	1358.60	No
2921-XWDJH	Female	1	Yes	No	38	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.45	3147.15	No
6221-AVQYL	Male	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.25	131.05	Yes
2558-BUOZZ	Male	0	No	No	47	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	bankTransfer	94.80	4535.85	No
9257-AZMTZ	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.10	1078.75	No
0003-MKNFE	Male	0	No	No	9	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	59.90	542.40	No
0975-UYDTX	Female	0	Yes	No	26	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	90.10	2312.55	No
7743-EXURX	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	51.05	415.05	Yes
4682-BLBUC	Male	0	Yes	No	44	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	70.95	3250.45	No
0975-VOOVL	Female	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.20	98.50	No
5968-VXZLG	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	46.60	87.90	No
5569-KGJHX	Female	0	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.35	754.65	Yes
4988-IQIGL	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.35	75.35	Yes
5201-FRKKS	Male	0	No	No	25	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	74.30	1952.25	No
9799-CAYJJ	Female	1	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.30	153.80	No
7730-IUTDZ	Male	0	No	No	43	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.20	3198.60	Yes
0426-TIRNE	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.90	20.90	Yes
5443-SCMKX	Female	0	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	94.30	5610.15	No
8295-KMENE	Female	0	Yes	Yes	59	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	mailedCheck	76.45	4519.50	No
6738-ISCBM	Male	0	No	No	44	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	54.00	2440.25	No
9821-BESNZ	Male	0	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.25	6860.60	No
3678-MNGZX	Male	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.95	1377.70	No
1335-NTIUC	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.95	190.25	No
2916-BQZLN	Male	0	No	No	19	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	84.75	1651.95	No
4558-CGYCZ	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	78.30	No
2368-GAKKQ	Female	0	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.65	7939.25	No
8710-YGLWG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.90	44.90	No
3199-XGZCY	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.25	576.70	No
3785-KTYSH	Male	0	No	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.60	1279.00	No
6814-ZPWFQ	Male	1	No	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.00	1260.70	No
4063-EIKNQ	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.95	267.35	No
6993-YCOBK	Male	0	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.60	6586.85	No
5206-HPJKM	Male	0	No	No	17	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	55.50	934.15	No
7587-RZNME	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	43.30	123.65	Yes
0748-RDGGM	Male	0	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.50	7534.65	Yes
8393-JMVMB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.45	19.45	No
5019-GQVCR	Male	1	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.85	3645.60	No
6036-TTFYU	Female	0	Yes	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.60	314.45	No
2550-AEVRU	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	electronicCheck	53.45	3053.00	No
0969-RGKCU	Male	0	Yes	Yes	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.80	677.05	No
0378-CJKPV	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	112.10	7965.95	No
4706-AXVKM	Female	1	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	84.80	906.85	Yes
5889-JTMUL	Female	1	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.05	4888.70	Yes
9026-RNUJS	Male	1	No	No	5	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	50.35	237.25	Yes
3746-EUBYR	Male	0	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.60	74.60	Yes
2332-EFBJY	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.70	342.40	Yes
2880-FPNAE	Male	1	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.20	140.10	No
1703-MGIAB	Female	0	No	No	17	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	69.00	1108.00	No
4311-QTTAI	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.35	295.55	No
9474-PHLYD	Female	0	No	No	15	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	59.45	892.65	Yes
4318-RAJVY	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.80	198.25	No
2165-VOEGB	Female	0	No	Yes	46	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.20	4822.85	Yes
3612-YUNGG	Male	0	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.20	6741.15	No
2254-DLXRI	Female	0	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	79.15	79.15	No
5062-CJJKH	Male	0	Yes	Yes	25	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	No	mailedCheck	53.65	1355.45	No
9028-LIHRP	Male	0	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	100.20	7209.00	No
2219-MVUSO	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.15	438.40	Yes
1053-MXTTK	Female	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.65	7726.35	No
1530-ZTDOZ	Female	0	Yes	No	49	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	40.65	2070.75	No
1301-LOPVR	Male	0	Yes	Yes	29	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	55.35	1636.95	No
0853-TWRVK	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	105.60	7581.50	No
8914-RBTSB	Male	0	Yes	No	31	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	93.80	3019.50	Yes
6212-ATMLK	Female	0	No	No	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.70	4729.75	No
8200-LGKSR	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	83.20	6126.10	No
1568-BEKZM	Male	1	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.05	6333.40	No
0670-ANMUU	Male	0	No	No	71	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	No	creditCard	97.65	6687.85	No
6897-RWMUB	Male	0	Yes	Yes	61	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	68.05	4158.25	No
0963-ZBDRN	Male	0	No	No	32	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.20	3183.40	Yes
7594-RQHXR	Female	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.60	79.60	Yes
6999-CHVCF	Male	0	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	bankTransfer	102.10	7149.35	No
6134-KWTBV	Male	0	No	No	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	23.40	1429.65	No
1077-HUUJM	Female	0	No	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.05	472.65	No
6331-EWIEB	Male	0	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.25	1734.50	Yes
0895-LNKRC	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.45	113.50	No
2045-BMBTJ	Female	1	No	No	33	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	59.45	1884.65	No
8417-GSODA	Male	0	Yes	Yes	28	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	bankTransfer	92.20	2568.15	No
5171-EPLKN	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	470.00	No
4452-QIIEB	Male	0	No	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.90	278.40	No
5998-VVEJY	Male	0	No	No	26	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.50	2088.80	Yes
1624-NALOJ	Male	1	No	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.80	502.60	Yes
6741-EGCBI	Male	1	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	90.50	2595.85	No
7820-ZYGNY	Male	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	No	creditCard	90.45	5825.50	No
4317-VTEOA	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	50.75	50.75	Yes
9677-AVKED	Female	0	No	Yes	53	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	84.60	4449.75	No
1670-SVOWZ	Female	0	Yes	Yes	14	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	89.65	1208.35	Yes
2227-JRSJX	Female	0	No	No	21	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	99.15	1956.40	No
9847-HNVGP	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.95	310.60	No
6696-YDAYZ	Male	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.50	290.55	No
8980-WQFWL	Female	0	No	No	35	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	62.10	2096.10	No
1730-ZMAME	Female	1	No	No	32	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.50	2665.00	No
6506-EYCNH	Female	0	Yes	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.55	543.80	No
4634-JLRJT	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.35	20.35	No
9501-UKKNL	Male	0	No	No	59	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	51.70	3005.80	No
2560-QTSBS	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	23.30	1623.15	No
7541-YLXCL	Male	0	No	No	36	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	65.40	2498.40	Yes
4795-WRNVT	Female	0	No	No	40	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	No	mailedCheck	65.10	2586.00	No
6080-TCMYC	Male	0	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.20	3292.30	No
0260-ZDLGK	Female	0	No	Yes	9	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	72.90	651.40	Yes
7860-UXCRM	Male	0	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	74.50	4674.55	No
6357-JJPQT	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.50	232.35	No
2292-XQWSV	Male	0	Yes	Yes	40	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	60.30	2448.50	No
9552-TGUZV	Male	0	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	75.00	658.10	No
5913-INRQV	Male	1	Yes	No	34	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	oneYear	No	mailedCheck	90.15	3128.80	No
8722-NGNBH	Male	0	No	No	5	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	MtM	No	mailedCheck	40.00	223.45	Yes
6210-KBBPI	Male	1	No	No	9	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.45	919.40	Yes
9643-YBLUR	Male	0	Yes	No	9	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	69.05	653.95	No
8734-FNWVH	Male	0	Yes	Yes	31	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	59.70	1825.50	No
9447-YPTBX	Female	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.85	943.10	No
0133-BMFZO	Female	0	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	86.25	181.65	Yes
6128-CZOMY	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.65	45.65	Yes
9540-JYROE	Male	0	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.10	551.35	Yes
9026-LHEVG	Female	0	No	No	9	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	40.75	359.40	No
2260-USTRB	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.20	115.95	Yes
3656-TKRVZ	Female	0	No	No	3	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.35	165.20	Yes
7011-CVEUC	Male	0	Yes	No	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	95.70	2338.35	No
6185-TASNN	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.30	46.30	No
7925-PNRGI	Female	0	Yes	Yes	45	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	No	mailedCheck	81.30	3541.10	No
8623-TMRBY	Male	1	Yes	Yes	51	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.20	4146.05	Yes
1552-CZCLL	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.00	1087.25	No
3038-PQIUY	Female	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	66.15	2522.40	No
1501-SGHBW	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.85	81.00	Yes
9313-CDOGY	Male	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.60	717.30	No
8148-BPLZQ	Male	0	No	No	34	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.80	1734.20	No
2623-DRYAM	Female	0	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.75	7069.30	No
9987-LUTYD	Female	0	No	No	13	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	55.15	742.90	No
3208-YPIOE	Male	0	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	3017.65	Yes
4488-KQFDT	Female	0	No	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.95	6423.00	No
2612-RANWT	Female	0	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.15	1164.30	Yes
5693-PIPCS	Male	0	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	99.65	4220.35	No
0491-KAPQG	Male	0	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.70	1558.70	No
1925-LFCZZ	Male	1	No	No	55	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	50.05	2743.45	No
8039-EQPIM	Male	0	Yes	No	69	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	60.25	4055.50	No
6900-PXRMS	Male	1	Yes	Yes	26	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	105.75	2710.25	Yes
8707-RMEZH	Female	1	Yes	No	69	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	creditCard	87.30	6055.55	No
3346-BRMIS	Female	1	Yes	No	18	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.35	810.70	Yes
3209-ZPKFI	Male	0	Yes	Yes	47	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.25	2538.20	No
6479-VDGRK	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.30	6129.20	No
9373-WSLOY	Male	1	Yes	No	33	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	50.00	1750.85	No
2933-FILNV	Female	0	Yes	Yes	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.40	36.55	Yes
3569-JFODW	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.95	6652.45	No
9819-FBNSV	Male	1	Yes	No	37	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.25	2575.45	No
9544-PYPSJ	Female	1	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	96.10	6019.35	No
1591-XWLGB	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	1379.60	No
0396-UKGAI	Male	0	No	Yes	23	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	55.30	1284.20	No
3243-ZHOHY	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	296.15	No
5186-EJEGL	Male	0	No	No	9	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	69.50	653.25	No
7527-QNRUS	Male	0	Yes	Yes	17	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	25.15	412.60	No
9986-BONCE	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.95	85.50	Yes
2722-JMONI	Female	1	Yes	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.55	49.55	Yes
2203-GHNWN	Female	0	Yes	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.65	1928.70	No
3878-AVSOQ	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.25	71.25	No
3258-SYSWS	Male	1	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	113.80	7845.80	No
5296-PSYVW	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	24.55	1750.70	No
6319-QSUSR	Female	0	No	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.70	216.20	No
4083-EUGRJ	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	178.50	Yes
7579-OOPEC	Female	1	Yes	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	50.15	115.10	Yes
0512-FLFDW	Female	1	Yes	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.50	6029.00	No
1771-OADNZ	Male	1	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.90	2745.20	Yes
0487-CRLZF	Female	0	No	No	49	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	74.45	3721.90	No
2107-FBPTK	Female	1	No	No	30	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.10	3121.10	No
9451-WLYRI	Female	0	Yes	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.05	990.45	No
8219-VYBVI	Male	0	No	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.00	1004.35	No
1991-VOPLL	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.05	157.65	No
9738-QLWTP	Male	0	No	No	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	81.90	3219.75	No
1016-DJTSV	Male	1	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	572.85	No
9419-IPPBE	Female	0	Yes	Yes	51	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	90.15	4554.85	No
0174-QRVVY	Male	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.35	1847.55	No
5699-BNCAS	Male	1	No	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.65	1766.75	No
2900-PHPLN	Female	1	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.55	1462.05	No
0612-RTZZA	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	25.25	Yes
8106-GWQOK	Male	0	Yes	No	38	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.00	2193.20	No
8751-EDEKA	Female	0	Yes	No	28	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	89.90	2433.50	No
6878-GGDWG	Female	0	Yes	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.40	641.15	No
4039-PIMHX	Male	1	Yes	No	49	Yes	No	DSL	No	Yes	No	No	No	No	twoYear	No	mailedCheck	49.80	2398.40	No
8450-LUGUK	Female	0	Yes	Yes	37	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.10	861.85	No
3604-WLABM	Female	0	No	No	10	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	54.25	583.00	No
0795-GMVQO	Male	0	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	109.90	7332.40	No
2259-OUUSZ	Male	0	No	No	7	No	No phone service	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	creditCard	35.50	249.55	No
1142-IHLOO	Female	0	No	No	51	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	creditCard	87.55	4475.90	No
6410-LEFEN	Female	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.15	416.45	Yes
4633-MKHYU	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	88.40	788.60	No
6257-RJOHI	Male	0	No	No	4	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.80	202.30	No
1545-JFUML	Male	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	electronicCheck	99.00	6994.60	No
3194-ORPIK	Female	0	Yes	Yes	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	84.40	4116.15	Yes
7826-VVKWT	Female	1	Yes	Yes	24	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	96.55	2263.45	No
1353-GHZOS	Male	0	Yes	No	22	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	bankTransfer	59.75	1374.35	No
2587-EKXTS	Male	0	No	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	111.50	4915.15	No
5442-BXVND	Female	0	Yes	Yes	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	24.25	838.50	No
8816-VXNZD	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	75.10	Yes
9378-FXTIZ	Female	0	Yes	No	54	Yes	Yes	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	70.15	3715.65	Yes
1723-HKXJQ	Male	0	No	No	42	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.75	4273.45	Yes
7825-GKXMW	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.80	45.80	Yes
9753-OYLBX	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.50	20.50	No
2364-UFROM	Male	0	No	No	30	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	electronicCheck	70.40	2044.75	No
6656-JWRQX	Female	0	No	No	1	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	30.55	30.55	No
6473-ULUHT	Male	0	Yes	Yes	16	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	84.90	1398.25	No
1240-KNSEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.10	20.10	Yes
0836-SEYLU	Male	0	Yes	No	9	No	No phone service	DSL	No	No	No	Yes	Yes	No	MtM	No	mailedCheck	40.65	328.95	Yes
4433-JCGCG	Male	1	Yes	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.00	4680.05	Yes
3716-BDVDB	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	69.10	Yes
7688-AWMDX	Male	0	Yes	No	71	Yes	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	54.50	3778.20	No
2842-BCQGE	Male	0	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.35	3161.40	No
7244-QWYHG	Male	0	Yes	No	50	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	oneYear	Yes	bankTransfer	44.45	2188.45	No
5899-MQZZL	Female	0	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.00	999.45	Yes
6849-OYAMU	Male	0	Yes	Yes	19	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	100.00	1888.65	Yes
5312-UXESG	Female	0	No	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	98.05	3990.60	No
9488-HGMJH	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.15	71.15	Yes
6038-GCYEC	Female	0	No	No	24	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	54.15	1240.25	Yes
2150-WLKUW	Female	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	Yes	No	oneYear	No	bankTransfer	63.90	2635.00	No
7159-FVYPK	Female	0	Yes	Yes	3	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	69.15	235.00	No
7032-LMBHI	Female	0	No	No	37	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	No	bankTransfer	64.65	2347.85	No
1150-WFARN	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.75	7156.20	Yes
6088-BXMRG	Female	0	Yes	Yes	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.85	3089.60	No
3144-AUDBS	Female	0	Yes	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.15	270.80	Yes
4821-SJHJV	Female	0	Yes	Yes	32	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	89.60	2901.80	No
7346-MEDWM	Female	0	No	No	59	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	83.25	4949.10	No
1137-DGOWI	Female	0	Yes	No	30	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	70.25	2198.90	No
5616-PRTNT	Male	0	No	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.40	374.50	Yes
3812-LRZIR	Female	0	Yes	Yes	27	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	24.50	761.95	No
4818-QIUFN	Female	1	No	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.15	1520.90	Yes
9483-GCPWE	Male	0	No	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	190.25	No
4227-OJHAL	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	73.00	5163.00	No
9220-CXRSC	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	No	Yes	No	No	twoYear	No	creditCard	61.40	4059.85	No
4993-JCRGJ	Male	0	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	84.30	2281.60	No
9537-JALFH	Male	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.90	1356.70	No
6698-OXETB	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.40	231.45	No
2103-ZRXFN	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.75	50.75	No
3724-BSCVH	Male	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.45	242.40	No
4877-TSOFF	Female	0	Yes	Yes	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	75.75	4264.25	No
9209-NWPGU	Male	0	No	No	44	Yes	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	electronicCheck	65.40	2774.55	No
6961-VCPMC	Male	1	Yes	No	46	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.40	3605.20	Yes
7306-YDSOI	Male	0	Yes	Yes	69	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.75	4069.90	No
5288-AHOUP	Male	1	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.50	874.20	No
6688-UZPWD	Female	0	Yes	No	11	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	102.00	1145.35	Yes
0655-YDGFJ	Male	0	No	No	29	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	bankTransfer	48.95	1323.70	No
8468-EHYJA	Female	0	Yes	No	57	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.65	5497.05	No
6823-SIDFQ	Male	0	No	No	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	18.25	534.70	No
1097-FSPVW	Female	0	No	No	42	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	creditCard	54.55	2455.05	No
2839-RFSQE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.65	38.70	Yes
8328-SKJNO	Male	0	No	Yes	23	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	40.65	947.40	No
7010-ZMVBF	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	357.00	No
5201-CBWYG	Male	0	Yes	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.80	1476.25	No
0968-GSIKN	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.80	70.80	Yes
1965-DDBWU	Male	0	No	No	16	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	89.05	1448.60	Yes
9057-SIHCH	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.60	291.90	Yes
6352-GIGGQ	Male	0	No	No	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	88.80	5903.15	No
3635-QQRQD	Male	0	No	No	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.05	1201.65	No
6771-XWBDM	Female	0	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	5921.35	Yes
2897-DOVND	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	146.65	No
3082-YVEKW	Female	0	Yes	Yes	23	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	77.15	1759.40	No
0191-EQUUH	Female	0	No	Yes	25	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	35.05	844.45	No
7134-HBPBS	Female	1	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.10	7774.05	No
3489-HHPFY	Female	0	Yes	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.05	134.05	No
2926-JEJJC	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.20	140.95	No
8601-QACRS	Female	0	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.60	249.95	Yes
4950-BDEUX	Male	0	No	No	35	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	49.20	1701.65	No
5789-LDFXO	Male	0	No	No	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	24.60	592.65	No
0508-OOLTO	Female	0	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	135.75	No
2984-TBYKU	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	104.90	7732.65	No
9822-WMWVG	Female	0	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	106.50	4282.40	No
2391-SOORI	Male	0	No	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.35	219.65	Yes
9040-KZVWO	Male	0	No	No	26	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	No	bankTransfer	75.50	2018.10	No
2645-QTLMB	Male	0	No	No	7	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	669.00	Yes
4806-HIPDW	Female	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.95	68.95	Yes
1548-ARAGG	Female	0	Yes	Yes	4	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	58.50	224.85	No
6339-RZCBJ	Male	0	No	No	48	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	78.90	3771.50	No
4424-TKOPW	Male	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	196.75	Yes
4415-WNGVR	Female	1	Yes	No	12	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	79.20	943.85	No
2522-AHJXR	Male	0	Yes	No	60	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.45	6572.85	No
0412-UCCNP	Male	0	No	No	55	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	electronicCheck	59.20	3175.85	No
1816-FLZDK	Male	0	No	No	1	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	29.15	29.15	No
7096-UCLNH	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	No
8443-ZRDBZ	Male	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	318.90	Yes
9136-ALYBR	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.45	24.45	Yes
4615-PIVVU	Female	0	No	No	42	Yes	No	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	creditCard	66.50	2762.75	No
8885-QSQBX	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	49.55	49.55	No
7479-NITWS	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	89.35	631.85	Yes
8617-ENBDS	Male	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	73.60	232.50	No
9385-NXKDA	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	82.65	5919.35	No
0430-IHCDJ	Male	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.00	749.25	No
2959-MJHIC	Male	0	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.35	307.40	Yes
6674-KVJHG	Female	0	No	No	11	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	25.20	245.15	No
1814-DKOLC	Female	0	No	No	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	25.45	134.75	No
4201-JMNGR	Female	1	No	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	55.80	55.80	Yes
9351-HXDMR	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.90	8240.85	No
3537-HPKQT	Female	0	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	77.75	4266.40	No
2129-ALKBS	Female	0	Yes	Yes	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	26.20	1077.50	No
5821-MMEIL	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.90	1115.60	No
5960-WPXQM	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.05	79.05	Yes
0684-AOSIH	Male	0	Yes	No	1	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.00	95.00	Yes
8260-NGFNY	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.20	25.20	Yes
1309-XGFSN	Male	1	Yes	Yes	52	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.85	4079.55	No
1866-RZZQS	Male	1	No	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.40	4187.75	Yes
6968-URWQU	Male	0	Yes	No	43	Yes	No	DSL	No	No	No	No	Yes	No	oneYear	Yes	mailedCheck	56.35	2391.15	No
4742-TXUEX	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.30	890.50	No
9631-XEYKE	Male	0	No	No	3	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	50.40	137.25	No
8631-NBHFZ	Male	1	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	79.40	5154.60	Yes
1335-MXCSE	Male	0	Yes	Yes	55	Yes	No	DSL	No	No	Yes	Yes	No	No	twoYear	Yes	creditCard	55.25	3119.90	No
8873-TMKGR	Male	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.10	529.50	No
8800-JOOCF	Female	0	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.05	966.55	No
1469-LBJQJ	Female	0	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.20	6936.85	No
4958-XCBDQ	Male	1	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	3496.30	Yes
8337-UPOAQ	Male	1	Yes	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.80	914.30	Yes
0064-YIJGF	Male	0	Yes	Yes	27	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.75	1929.00	No
2386-OWURY	Female	0	No	No	58	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.30	5817.70	No
1725-IQNIY	Male	0	Yes	No	54	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	109.75	6110.20	Yes
0310-VQXAM	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	178.80	No
6598-RFFVI	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.30	28.30	Yes
3453-RTHJQ	Male	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	435.00	No
6712-OAWRH	Female	1	No	No	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.25	2351.80	Yes
6278-FEPBZ	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	186.15	No
4280-DLSHD	Male	0	Yes	No	8	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	54.75	445.85	No
1508-DFXCU	Male	0	No	No	12	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.45	912.00	No
8614-VGMMV	Female	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.10	679.55	Yes
7868-BGSZA	Male	0	Yes	No	43	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.20	3581.60	No
2800-QQUSO	Male	0	No	No	42	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.30	4222.95	No
2930-UOTMB	Female	0	No	No	31	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	MtM	No	creditCard	65.25	1994.30	Yes
7973-DZRKH	Female	0	No	Yes	66	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	90.95	5930.05	No
5914-DVBWJ	Female	1	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.45	1505.85	Yes
7698-YFGEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	20.00	No
2533-QVMSK	Male	0	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	electronicCheck	94.10	5638.30	Yes
9773-PEQBZ	Male	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	79.85	797.25	No
8644-XLFBW	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	71.65	Yes
0650-BWOZN	Female	1	No	No	18	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.55	1359.45	No
8625-AZYZY	Male	0	Yes	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.65	2542.45	Yes
7785-RDVIG	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.30	54.70	No
9602-WCXPI	Male	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.15	989.05	No
2903-YYTBW	Male	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.55	44.55	No
3620-MWJNE	Male	0	No	No	2	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	54.45	87.30	No
8573-JGCZW	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.65	351.55	No
6837-HAEVO	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	105.00	7297.75	No
6701-YVNQG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.70	6301.70	No
9306-CPCBC	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.25	210.30	Yes
4304-XUMGI	Male	1	Yes	Yes	50	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	bankTransfer	75.15	3822.45	No
9504-YAZWB	Female	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.25	1048.45	No
8819-ZBYNA	Female	0	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	109.10	6393.65	No
6174-NRBTZ	Male	0	No	No	46	No	No phone service	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	30.75	1489.30	No
9481-IEBZY	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	112.90	8061.50	No
1833-VGRUM	Female	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.20	74.20	Yes
6137-NICCO	Female	0	Yes	Yes	6	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	mailedCheck	94.05	518.75	No
9065-ZCPQX	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	78.85	5763.15	No
6402-EJMWF	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	55.30	238.50	No
3620-EHIMZ	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.35	1031.70	No
3213-VVOLG	Male	0	Yes	Yes	0	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.35	NA	No
6870-ECSHE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.45	34.80	No
8747-UDCOI	Female	0	Yes	No	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.35	1319.95	No
8374-XGEJJ	Male	1	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.00	4388.40	Yes
2656-TABEH	Male	0	Yes	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	420.20	Yes
6946-LMSQS	Male	1	Yes	No	25	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	oneYear	Yes	electronicCheck	89.05	2177.45	Yes
4626-OZDTJ	Female	0	Yes	No	51	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	78.65	3950.85	No
9169-BSVIN	Male	0	No	No	12	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	74.75	827.05	No
2325-ZUSFD	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	70.10	3913.30	Yes
8194-PEEBY	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.90	533.50	No
6872-HXFNF	Female	0	Yes	No	64	Yes	Yes	DSL	No	No	Yes	Yes	No	No	oneYear	No	bankTransfer	58.35	3756.45	No
3932-CMDTD	Female	0	No	No	4	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.65	443.90	Yes
7714-YXSMB	Female	0	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.50	2599.95	No
8387-UGUSU	Female	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	284.30	No
1080-BWSYE	Male	1	Yes	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.65	1740.80	No
4039-HEUNW	Male	1	Yes	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.50	3436.10	Yes
1194-HVAIF	Female	0	Yes	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	creditCard	95.00	2462.55	No
0812-WUPTB	Male	1	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.85	70.85	Yes
3594-UVONA	Female	0	No	No	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	85.95	3110.10	Yes
0004-TLHLJ	Male	0	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.90	280.85	Yes
1767-TGTKO	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.45	411.75	No
8439-LTUGF	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.00	198.60	No
8805-JNRAZ	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.20	103.70	No
5089-IFSDP	Female	0	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.45	6144.55	Yes
6418-HNFED	Male	0	Yes	No	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.25	4089.45	No
0206-OYVOC	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.25	864.20	No
7291-CDTMJ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.65	19.65	No
7128-GGCNO	Male	0	No	No	46	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	72.80	3249.40	No
0237-YFUTL	Female	0	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.65	5405.80	No
7691-KGKGP	Male	0	Yes	Yes	53	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	No	creditCard	65.00	3363.80	No
6710-HSJRD	Male	0	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	114.10	7132.15	No
3675-EQOZA	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.65	93.55	No
0840-DCNZE	Male	0	No	No	47	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	86.95	4138.90	No
1732-FEKLD	Female	0	No	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	94.75	5121.75	No
9862-KJTYK	Male	0	No	Yes	19	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.35	566.10	No
0479-HMSWA	Female	0	No	Yes	26	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.45	2715.30	No
5854-KSRBJ	Male	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.40	1782.05	No
0365-BZUWY	Male	0	Yes	No	17	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.55	1742.50	No
4817-VYYWS	Female	0	No	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	2983.80	Yes
5701-SVCWR	Female	0	No	Yes	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.00	24.00	No
3129-AAQOU	Female	0	Yes	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.60	485.90	No
4922-CVPDX	Female	0	Yes	No	26	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	73.50	1905.70	No
1396-QWFBJ	Female	0	Yes	Yes	21	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	74.05	1565.70	Yes
1357-BIJKI	Male	0	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.25	4858.70	No
1099-BTKWT	Female	0	Yes	No	68	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	54.40	3723.65	No
5299-SJCZT	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.55	298.35	Yes
2018-PZKMU	Male	0	Yes	Yes	9	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	103.10	970.45	No
7340-KEFQE	Female	0	Yes	Yes	51	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	34.20	1782.00	No
4570-QHXHL	Female	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	43.75	405.70	No
2403-BCASL	Male	1	Yes	Yes	41	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.95	4534.90	Yes
7392-YYPYJ	Male	0	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.65	2415.95	No
2898-LSJGD	Female	0	Yes	Yes	21	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	55.95	1157.05	Yes
2223-GDSHL	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	8297.50	No
7359-PTSXY	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.75	45.75	Yes
9470-RTWDV	Male	0	Yes	Yes	26	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.00	2083.10	No
2176-OSJUV	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	65.15	4681.75	No
9348-YVOMK	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.80	176.20	No
8104-OSKWT	Female	0	No	No	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.80	1001.20	No
4521-YEEHE	Female	0	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	88.85	1594.75	No
4090-KPJIP	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	212.40	No
3786-WOVKF	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	106.85	7677.40	No
4503-BDXBD	Male	0	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.95	815.50	Yes
6086-ESGRL	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	creditCard	80.15	80.15	Yes
2592-HODOV	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.30	259.65	No
3886-CERTZ	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.25	8109.80	Yes
7995-ZHHNZ	Male	0	Yes	No	42	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	No	creditCard	56.10	2386.85	No
3824-RHKVR	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.70	340.35	No
5816-SCGFC	Female	1	No	No	7	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	51.30	419.35	No
5989-AXPUC	Female	0	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	118.60	7990.05	No
4979-HPRFL	Male	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.15	1402.25	No
8590-OHDIW	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.30	749.35	No
8015-IHCGW	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	115.50	8425.15	No
2332-TODQS	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	25.05	1171.50	No
9278-VZKCD	Female	1	Yes	No	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	109.10	5647.95	No
8008-OTEZX	Female	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	708.80	No
2773-OVBPK	Male	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.30	7567.20	No
5999-LCXAO	Female	0	No	No	1	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.90	29.90	No
5206-XZZQI	Male	0	No	No	53	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	80.60	4348.10	No
4803-LBYPN	Male	0	Yes	Yes	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.80	635.90	No
5759-RCVCB	Female	0	No	No	3	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	35.20	108.95	Yes
6372-RFVNS	Female	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.80	78.80	Yes
2139-FQHLM	Male	0	No	No	19	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	mailedCheck	89.95	1682.40	No
8261-GWDBQ	Female	1	Yes	No	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	6925.90	No
1093-YSWCA	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.55	223.15	No
8938-UMKPI	Female	0	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	5127.95	Yes
0991-BRRFB	Male	0	No	No	18	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.40	874.80	Yes
3882-IYOIJ	Female	0	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.25	6758.45	No
8749-TZYEC	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.80	1874.30	No
1755-FZQEC	Male	0	No	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.90	791.15	No
3115-JPJDD	Female	0	Yes	No	59	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	81.25	4639.45	No
5600-KTXFM	Male	0	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.95	143.90	No
3871-IKPYH	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.10	69.10	Yes
6319-IEJWJ	Male	0	Yes	Yes	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.20	1776.55	Yes
9025-AOMKI	Female	0	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.55	536.40	Yes
6339-TBELP	Male	0	No	No	71	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	twoYear	Yes	creditCard	86.40	6172.00	No
7964-YESJC	Female	0	Yes	No	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	66.30	1559.45	No
6173-GOLSU	Male	1	Yes	No	67	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.65	6079.00	No
5275-SQEIZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	80.85	80.85	Yes
7716-YTYHG	Female	0	Yes	Yes	48	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	mailedCheck	82.05	4029.95	Yes
9938-ZREHM	Female	0	Yes	No	37	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	72.10	2658.40	No
7950-XWOVN	Male	0	No	No	11	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	No	mailedCheck	34.70	383.55	No
4390-KYULV	Male	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.55	51.15	Yes
4647-MUZON	Female	0	Yes	No	18	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.95	1745.50	No
9702-AIUJO	Male	0	Yes	Yes	50	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	bankTransfer	44.80	2230.85	No
8849-PRIQJ	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.40	7281.60	No
8851-RAGOV	Female	0	Yes	No	25	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	71.05	1837.70	No
1304-NECVQ	Female	1	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.55	149.55	Yes
5396-IZEPB	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.70	180.70	No
1729-VLAZJ	Female	0	No	Yes	10	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	40.25	411.45	No
8285-ABVLB	Female	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	1328.35	No
0701-TJSEF	Male	0	No	No	9	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	68.25	576.95	No
5712-VBOXD	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.15	68.45	No
6629-LADHQ	Female	0	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.95	123.05	No
8945-GRKHX	Female	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.65	78.65	Yes
1559-DTODC	Male	0	No	No	19	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.15	468.35	No
4797-MIWUM	Male	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.25	174.70	No
6959-UWKHF	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	42.90	42.90	Yes
8720-RQSBJ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No
4537-CIBHB	Female	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.25	172.35	No
3815-SLMEF	Female	0	No	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	34.25	139.35	Yes
5154-VEKBL	Female	0	No	No	9	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	mailedCheck	58.50	539.85	Yes
4324-AHJKS	Female	0	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	creditCard	55.80	300.40	No
4355-CVPVS	Female	0	Yes	Yes	56	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	bankTransfer	88.90	4968.00	No
4495-LHSSK	Female	0	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	57.65	992.70	No
5655-JSMZM	Male	1	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.20	4718.25	Yes
5915-ANOEI	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	79.15	5536.50	No
9861-PDSZP	Female	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.05	7806.60	No
4505-EXZHB	Female	1	No	No	6	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	74.40	434.10	Yes
7225-CBZPL	Male	1	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.80	1563.90	No
6704-UTUKK	Male	0	Yes	No	29	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.90	1332.40	No
4587-VVTOX	Female	0	Yes	No	6	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	545.20	Yes
2019-HDCZY	Male	0	Yes	No	63	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	102.60	6296.75	No
4652-NNHNY	Male	0	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	73.85	1284.20	Yes
8788-DOXSU	Male	0	No	No	59	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	61.35	3645.50	No
7404-JLKQG	Female	0	No	No	3	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	57.55	161.45	No
7421-ZLUPA	Female	0	No	No	8	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	29.25	226.95	No
8972-HJWNV	Female	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.55	646.85	Yes
3274-NSDWE	Female	0	No	No	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.60	1441.65	No
2632-IVXVF	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	111.75	7511.30	No
3692-JHONH	Female	1	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.50	5621.85	No
8915-NNTRC	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	107.70	7919.80	No
5914-GXMDA	Female	0	Yes	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.30	593.20	No
7463-IFMQU	Female	0	Yes	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.05	1423.65	No
2920-RNCEZ	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	69.95	No
2541-YGPKE	Male	0	Yes	Yes	42	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	creditCard	63.70	2763.35	No
8515-OCTJS	Female	0	No	No	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.75	692.10	Yes
5382-TEMLV	Male	0	No	No	45	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.90	2298.55	No
3441-CGZJH	Female	0	Yes	Yes	43	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.40	2640.55	No
9592-ERDKV	Male	0	Yes	No	37	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	mailedCheck	79.25	2911.80	No
2860-RANUS	Female	1	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.80	1727.50	Yes
5261-QSHQM	Female	0	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.45	86.60	Yes
4778-IZARL	Male	0	Yes	No	63	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.10	6705.70	No
0432-CAJZV	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	90.70	237.65	No
7008-LZVOZ	Male	0	Yes	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.30	1672.35	No
8868-WOZGU	Male	0	No	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.70	2979.50	Yes
1200-TUZHR	Female	1	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.20	695.75	No
9365-CSLBQ	Male	0	No	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.35	1654.60	No
1334-FJSVR	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.25	24.25	Yes
5884-FBCTL	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.10	1857.85	No
7130-CTCUS	Male	1	Yes	No	16	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	54.55	825.10	No
6242-FEGFD	Male	0	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	96.60	6424.25	No
7625-XCQRH	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	837.95	Yes
6194-HBGQN	Male	0	No	No	51	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	81.15	4126.20	No
7634-WSWDB	Female	0	No	Yes	8	No	No phone service	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	38.50	330.80	No
6986-IXNDM	Male	0	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.90	1337.45	No
1731-TVIUK	Female	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	93.50	362.20	Yes
2987-BJXIK	Female	0	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	mailedCheck	84.70	5991.05	No
9769-TSBZE	Female	0	No	Yes	70	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	electronicCheck	66.00	4891.50	No
0406-BPDVR	Female	1	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	101.50	5373.10	Yes
0618-XWMSS	Male	0	No	Yes	28	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	2068.55	Yes
1395-WSWXR	Male	0	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.75	487.05	No
6023-GSSXW	Female	0	Yes	No	69	Yes	No	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	creditCard	61.45	4131.20	No
6752-APNJL	Male	0	Yes	Yes	42	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.50	2301.15	No
5276-KQWHG	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	131.65	Yes
0420-HLGXF	Female	1	No	No	39	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.75	4036.00	No
7446-KQISO	Male	0	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.75	4900.65	No
9823-EALYC	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	80.85	5727.45	No
0582-AVCLN	Female	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.30	743.05	No
5803-NQJZO	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	67.80	4804.65	No
2565-JSLRY	Male	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	24.05	24.05	Yes
2607-DHDAK	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.80	1414.65	No
1073-XXCZD	Male	0	Yes	No	55	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.70	1443.65	No
0743-HRVFF	Female	0	Yes	Yes	51	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	56.15	2898.95	No
4006-HKYHO	Male	0	No	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.70	5309.50	No
3727-JEZTU	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	20.40	No
8143-ETQTI	Female	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.65	451.55	No
6689-KXGBO	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.55	50.55	Yes
9667-TKTVZ	Female	0	No	No	2	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	54.35	117.05	No
3657-COGMW	Female	1	No	No	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	108.10	5839.30	No
8570-KLJYJ	Female	0	No	No	36	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	54.45	1893.50	No
7754-IXRMC	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.35	45.35	No
9473-CBZOP	Female	0	No	No	28	Yes	Yes	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	59.00	1654.45	No
2969-WGHQO	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	electronicCheck	69.45	477.05	No
6615-NGGZJ	Male	0	No	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.55	1415.55	Yes
4334-HOWRP	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.95	4546.00	No
4255-DDUOU	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.50	20.50	Yes
5863-OOKCL	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.85	163.20	No
1686-STUHN	Male	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.80	849.90	No
1329-VHWNP	Female	0	No	No	7	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	25.05	189.95	No
2984-MIIZL	Male	0	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	74.80	321.90	Yes
0266-GMEAO	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.30	8058.55	No
5590-YRFJT	Female	0	Yes	No	20	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.45	482.80	Yes
5574-NXZIU	Male	0	No	No	63	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.20	7049.75	No
0019-GFNTW	Female	0	No	No	56	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	45.05	2560.10	No
4256-ZWTZI	Female	0	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	51.00	286.80	No
8309-PPCED	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.45	7982.50	No
4098-NAUKP	Male	1	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.65	5683.60	No
5196-WPYOW	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	60.05	3994.05	No
4608-LCIMN	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.65	369.15	No
1485-YDHMM	Male	0	Yes	Yes	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	93.25	4631.70	No
4054-CUMIA	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.25	401.95	No
0603-TPMIB	Female	0	Yes	Yes	59	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.45	1534.05	No
2525-GVKQU	Female	0	No	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.60	1093.00	No
8161-QYMTT	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.10	701.30	No
9581-GVBXT	Male	0	Yes	Yes	59	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	34.80	1980.30	No
5862-BRIXZ	Male	0	No	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.75	2893.40	No
5404-GGUKR	Male	0	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	51.35	262.30	No
3308-JSGML	Male	1	Yes	No	59	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.05	3886.85	No
2126-GSEGL	Female	0	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.80	5917.55	No
3677-TNKIO	Female	0	No	No	14	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	71.00	914.00	Yes
0440-QEXBZ	Female	0	No	No	44	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.15	2139.10	No
2434-EEVDB	Female	0	Yes	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	twoYear	Yes	creditCard	94.60	5948.70	No
6762-QVYJO	Female	0	Yes	Yes	58	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	59.75	3624.35	No
6199-IWKGC	Female	1	Yes	No	46	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	100.25	4753.85	No
2675-DHUTR	Male	1	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.90	5780.70	No
8152-VETUR	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	creditCard	97.70	6869.70	No
9667-EQRXU	Female	1	No	No	30	No	No phone service	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	40.30	1172.95	Yes
7446-YPODE	Male	1	No	No	11	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	60.25	662.95	No
9522-BNTHX	Female	1	No	No	34	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	56.25	1765.95	No
4676-WLUHT	Male	0	No	No	54	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	twoYear	No	bankTransfer	46.20	2431.95	No
3329-WDIOK	Female	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.60	155.35	Yes
7980-MHFLQ	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.90	1859.20	No
2873-ZLIWT	Female	0	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	84.85	3303.05	Yes
3415-TAILE	Female	0	Yes	Yes	2	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	65.70	134.35	Yes
0757-WCUUZ	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	No	Yes	No	No	Yes	twoYear	No	creditCard	63.35	3409.10	No
1629-DQQVB	Female	0	No	No	14	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	50.10	709.50	No
1915-IOFGU	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.50	70.50	Yes
3045-XETSH	Female	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.85	953.45	Yes
0374-AACSZ	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	50.15	50.15	No
7239-HZZCX	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	19.75	Yes
4872-VXRIL	Male	0	No	No	56	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	64.65	3665.55	No
9140-CZQZZ	Female	0	Yes	No	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.60	5515.80	No
3423-HHXAO	Female	0	Yes	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.50	272.00	No
9938-TKDGL	Male	0	Yes	Yes	68	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	99.55	6668.00	No
0531-ZZJWQ	Male	1	Yes	No	55	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.00	4052.40	No
6537-QLGEX	Female	0	No	No	16	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	38.90	664.40	No
2688-BHGOG	Male	1	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.55	718.55	No
7683-CBDKJ	Male	0	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	65.45	937.60	Yes
0946-CLJTI	Male	1	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.70	5812.60	Yes
3160-TYXLT	Male	0	No	No	53	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	46.30	2546.85	No
1325-USMEC	Male	0	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	99.35	6944.50	No
0916-QOFDP	Female	1	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.80	1346.30	No
0628-CNQRM	Male	0	Yes	Yes	22	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	67.50	1544.05	Yes
5606-AMZBO	Female	0	Yes	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	78.15	765.15	No
6199-IPCAO	Female	0	Yes	Yes	29	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	26.10	692.55	No
7665-TOALD	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes
0112-QWPNC	Male	0	Yes	No	49	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	84.35	4059.35	Yes
0324-BRPCJ	Female	1	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	6851.65	Yes
2777-PHDEI	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.05	78.05	Yes
5640-CAXOA	Female	0	No	No	30	No	No phone service	DSL	No	No	No	Yes	No	Yes	oneYear	Yes	creditCard	40.35	1187.05	No
2235-EZAIK	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	79.20	5401.90	No
3847-BAERP	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.90	247.00	No
1196-AMORA	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	73.60	520.00	Yes
4282-YMKNA	Female	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.75	706.60	Yes
1453-RZFON	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	49.90	49.90	No
8263-OKETD	Female	0	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	68.90	1370.35	No
0670-KDOMA	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.25	20.25	No
2476-YGEFM	Female	0	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	76.00	2215.25	No
8687-BAFGU	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	electronicCheck	74.00	74.00	No
0641-EVBOJ	Male	0	No	No	3	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	82.30	214.40	No
0829-XXPLX	Female	0	No	No	20	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	89.40	1871.15	No
9974-JFBHQ	Male	0	No	Yes	64	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	99.15	6171.20	No
5356-RHIPP	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.20	20.20	Yes
6624-JDRDS	Female	0	No	No	6	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	29.45	161.45	No
0608-JDVEC	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	19.80	1013.20	No
9780-FKVVF	Male	0	No	No	6	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	59.15	336.70	No
1919-RTPQD	Male	0	Yes	Yes	7	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.75	333.65	No
5214-NLTIT	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	twoYear	Yes	creditCard	90.80	6511.80	No
3345-PBBFH	Male	0	Yes	No	8	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	49.55	393.45	No
5055-BRMNE	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	No	creditCard	106.70	7009.50	No
9189-JWSHV	Female	1	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.55	2264.05	Yes
2190-PHBHR	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	twoYear	Yes	creditCard	94.45	6921.70	No
2650-GYRYL	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.45	600.25	No
0746-JTRFU	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.05	56.35	Yes
5208-FVQKB	Male	0	Yes	No	70	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	67.95	4664.15	No
7184-LRUUR	Female	0	No	No	22	Yes	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	65.25	1441.80	No
6627-CFOSN	Female	0	No	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	99.45	5623.70	No
3982-JGSFD	Male	0	No	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.35	695.85	No
1574-DYCWE	Female	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.95	1028.75	No
7247-XOZPB	Male	0	Yes	No	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	77.40	4155.95	No
2466-FCCPT	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.70	395.60	No
6211-WWLTF	Male	0	Yes	No	63	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	99.70	6330.40	No
4826-TZEVA	Female	0	No	No	40	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.80	2971.70	No
6016-NXBNJ	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.15	638.00	No
9138-EFSMO	Male	0	Yes	Yes	26	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	No	bankTransfer	78.95	2034.25	No
0576-WNXXC	Male	1	Yes	No	27	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.55	2510.20	Yes
4632-XJMEX	Male	0	No	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	62.85	3419.50	No
8910-LEDAG	Male	1	Yes	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	71.55	2427.35	No
3452-GWUIN	Female	1	Yes	No	19	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.95	1760.25	No
2716-GFZOR	Male	0	Yes	No	43	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	86.10	3551.65	No
3724-UCSHY	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	122.90	No
8626-XHBIE	Male	0	No	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.80	1424.20	No
4628-CTTLA	Male	0	No	No	57	No	No phone service	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	39.30	2111.45	Yes
3192-LNKRK	Male	0	Yes	Yes	34	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	84.05	2909.95	No
4439-YRNVD	Female	0	No	No	10	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	36.25	374.00	No
2876-VBBBL	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.25	20.25	Yes
6834-NXDCA	Female	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	23.90	300.80	Yes
2208-UGTGR	Male	0	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	98.60	5581.05	No
3005-TYFRD	Female	0	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	103.65	5676.65	No
8670-MEFCP	Female	0	Yes	Yes	36	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.90	3379.25	No
3079-BCHLN	Male	0	Yes	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.90	942.95	No
7777-UNYHB	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.10	232.40	No
5597-GLBUC	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	85.45	85.45	Yes
7278-CKDNC	Male	1	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.50	2088.45	No
2748-MYRVK	Female	0	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	99.90	6137.00	Yes
8450-UYIBU	Female	1	No	No	35	No	No phone service	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.85	1434.60	No
2969-VAPYH	Female	0	No	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	60.50	3870.00	No
4822-YCXMX	Male	0	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.80	2043.45	Yes
7181-OQCUT	Male	0	No	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	103.85	2215.00	No
8474-UMLNT	Female	0	No	No	13	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	No	bankTransfer	67.80	842.25	No
9821-POOTN	Male	0	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.20	2576.20	Yes
3836-FZSDJ	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.85	1901.00	No
9142-XMYJH	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.35	601.60	No
6559-ILWKJ	Male	0	Yes	No	71	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	twoYear	No	electronicCheck	49.35	3515.25	Yes
0187-QSXOE	Male	1	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.00	605.45	No
7733-UDMTP	Female	1	No	No	57	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	55.00	3094.05	No
2649-HWLYB	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	76.15	4929.55	No
5214-CHIWJ	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.30	595.05	No
4229-CZMLL	Male	0	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	469.80	Yes
6904-JLBGY	Female	1	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	117.35	8436.25	No
2465-BLLEU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.75	19.75	No
1685-VAYJF	Male	0	No	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	45.20	492.00	No
8874-EJNSR	Male	0	Yes	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.20	987.95	No
6917-YACBP	Female	1	No	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	89.75	5496.90	No
5049-MUBWG	Male	0	No	No	26	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	75.00	1908.35	No
4223-WOZCM	Male	1	No	No	2	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	49.95	107.10	No
0769-MURVM	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	65.70	4575.35	No
9253-VIFJQ	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	creditCard	67.05	4309.55	No
7030-FZTFM	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	110.90	7922.75	No
9741-YLNTD	Male	0	No	No	6	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	87.95	522.35	No
5917-RYRMG	Male	1	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.80	587.70	No
5120-ZBLAI	Female	0	Yes	No	50	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	75.70	3876.20	No
1194-BHJYC	Male	0	Yes	No	61	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	62.15	3778.85	No
3663-MITLP	Female	0	No	No	15	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	1457.25	Yes
0906-QVPMS	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	115.15	8349.45	No
9025-ZRPVR	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	18.95	185.60	Yes
1905-OEILC	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.50	19.50	No
7858-GTZSP	Female	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.55	1066.90	No
3285-UCQVC	Female	0	No	No	37	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	28.60	973.55	Yes
6248-BSHKG	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.40	1226.45	No
4685-TFLLS	Male	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.80	342.30	No
3470-BTGQO	Male	0	No	Yes	21	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	985.05	No
1209-VFFOC	Male	0	Yes	Yes	68	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	56.40	3948.45	No
8224-DWCKX	Male	1	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.30	828.05	No
5482-PLVPE	Female	1	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.35	41.85	Yes
4553-DVPZG	Female	0	Yes	No	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	6164.70	No
4902-OHLSK	Female	1	No	No	29	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	98.65	2862.75	Yes
6917-IAYHD	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	33.60	33.60	No
0495-ZBNGW	Male	1	Yes	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.90	343.95	Yes
8620-RJPZN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.70	20.70	No
7572-KPVKK	Male	0	No	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	104.05	6590.50	No
2642-MAWLJ	Female	0	Yes	Yes	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.25	717.95	No
2357-COQEK	Female	1	No	No	28	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.30	2890.65	Yes
7103-ZGVNT	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	creditCard	73.70	4885.85	No
3737-GCSPV	Female	0	Yes	No	11	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	96.20	1222.05	Yes
2027-WKXMW	Female	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	108.75	6871.70	No
7137-NAXML	Male	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.15	405.60	No
2428-ZMCTB	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.75	208.25	No
2961-VNFKL	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.95	1801.90	No
1768-HNVGJ	Female	1	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	70.05	3062.45	No
6963-KQYQB	Female	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.05	1764.75	No
5934-RMPOV	Female	0	No	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.75	1816.75	No
1207-BLKSA	Female	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	23.05	1255.10	No
4088-YLDSU	Male	0	Yes	No	55	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.15	5743.05	Yes
8316-BBQAY	Female	0	No	No	65	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	59.95	3921.10	No
1166-PQLGG	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.55	1463.45	No
3146-JTQHR	Male	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.60	189.45	No
4291-YZODP	Female	0	No	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.05	96.80	No
4395-PZMSN	Male	1	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.55	408.50	No
6427-FEFIG	Female	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	78.60	1846.65	No
0017-IUDMW	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.80	8456.75	No
8706-HRADD	Male	0	No	No	21	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	43.55	1011.50	No
9955-QOPOY	Male	0	Yes	No	69	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.80	4263.40	No
4385-ZKVNW	Male	0	Yes	Yes	44	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	54.90	2549.10	No
5446-DKWYW	Female	1	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	65.20	3965.05	No
2034-CGRHZ	Male	1	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.95	2496.70	Yes
5797-APWZC	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.60	90.60	Yes
3683-QKIUE	Female	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	50.80	288.05	Yes
4228-ZGYUW	Male	0	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.05	368.10	Yes
9031-ZVQPT	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.20	7840.60	No
2990-IAJSV	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.00	6632.75	No
8107-KNCIM	Male	1	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	1013.35	No
9027-YFHQJ	Male	0	No	No	7	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	25.05	152.95	No
5176-LDKUH	Female	0	No	No	48	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	No	electronicCheck	75.15	3772.65	No
4644-OBGFZ	Male	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.50	1026.35	No
7926-IJOOU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.30	19.30	No
6480-YAGIY	Male	0	No	No	45	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	112.20	5031.85	No
4029-HPFVY	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.30	220.40	No
7602-DBTOU	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	1416.50	No
5345-BMKWB	Male	0	Yes	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	158.35	No
3519-ZKXGG	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.85	256.60	Yes
5457-COLHT	Male	0	Yes	Yes	69	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	80.65	5542.55	No
6416-TVAIH	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.50	68.50	Yes
5451-YHYPW	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.75	8443.70	No
5108-ADXWO	Male	0	No	No	11	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	73.50	791.75	Yes
7998-WNZEM	Male	0	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	80.60	5708.20	No
3066-RRJIO	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.95	69.95	Yes
4664-NJCMS	Female	0	Yes	No	33	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	59.55	2016.30	No
0307-BCOPK	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.05	326.65	No
7629-WFGLW	Female	1	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	95.65	5471.75	No
2542-HYGIQ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.95	19.95	No
6715-OFDBP	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	70.05	346.40	Yes
5016-LIPDW	Male	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.40	1061.60	No
6481-LXPWL	Male	0	Yes	Yes	56	No	No phone service	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	creditCard	36.10	1971.50	No
1567-DSCIC	Male	0	No	No	8	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	94.00	773.65	Yes
2150-UWTFY	Female	0	Yes	Yes	22	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	61.15	1422.05	Yes
6124-ACRHJ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	19.75	No
9362-MWODR	Female	0	No	Yes	40	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	64.10	2460.35	No
9975-GPKZU	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.75	856.50	No
9625-RZFUK	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	1275.85	No
5153-LXKDT	Male	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	110.20	7467.50	No
5161-UBZXI	Male	0	Yes	Yes	69	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	106.35	7261.75	No
1020-JPQOW	Female	0	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	90.55	5116.60	No
7919-ZODZZ	Female	0	Yes	Yes	10	Yes	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	mailedCheck	65.90	660.05	No
0565-JUPYD	Male	0	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	creditCard	104.50	6590.80	No
6867-ACCZI	Female	0	Yes	Yes	24	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	52.50	1208.15	No
5939-XAIXZ	Female	0	No	No	19	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	56.10	1033.90	No
9054-FOWNV	Male	0	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.75	1885.15	No
2683-BPJSO	Male	0	Yes	No	29	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	84.45	2467.10	Yes
2157-MXBJS	Male	0	Yes	No	13	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	75.30	989.45	Yes
8207-VVMYB	Female	0	Yes	No	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	26.00	2006.95	No
9732-EQMWY	Female	0	Yes	No	49	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.40	5025.00	No
9360-AHGNL	Female	1	Yes	No	43	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	109.55	4830.25	Yes
1087-UDSIH	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.60	59.75	Yes
5269-NRGDP	Male	0	Yes	Yes	42	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	73.15	3088.25	No
6195-MELTI	Male	0	No	No	57	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	54.65	3134.70	No
5485-WUYWF	Male	1	No	No	2	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	66.40	94.55	Yes
2121-JAFOM	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.55	8312.40	No
8818-DOPVL	Female	1	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.45	4863.85	No
2632-UCGVD	Male	1	Yes	No	66	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	100.05	6871.90	Yes
5445-PZWGX	Male	0	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	No	electronicCheck	102.00	6529.25	Yes
1227-UDMZR	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	91.15	6637.90	No
5198-HQAEN	Male	0	Yes	Yes	35	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	89.70	3165.60	No
9170-CCKOU	Male	0	Yes	No	17	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	creditCard	90.20	1454.15	Yes
2167-FQSTQ	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	92.40	6786.10	No
2819-GWENI	Female	0	Yes	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.90	543.00	No
1043-YCUTE	Male	0	Yes	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.15	1327.15	Yes
3814-MLAXC	Female	0	No	No	31	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	79.85	2404.15	Yes
3572-UUHRS	Male	0	No	No	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	18.85	867.30	No
2692-PFYTJ	Female	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	25.75	25.75	No
1226-UDFZR	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.60	114.70	Yes
5955-EPOAZ	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.95	109.50	No
6821-JPCDC	Female	0	Yes	No	48	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.05	4692.95	No
8815-LMFLX	Male	0	Yes	Yes	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	25.40	546.85	No
9135-HSWOC	Male	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.70	1274.05	No
8582-KRHPJ	Male	0	No	No	50	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	35.00	1782.40	No
5811-IWXYM	Female	0	Yes	Yes	52	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	101.25	5301.10	No
7044-YAACC	Male	1	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	280.35	No
8189-XRIKE	Female	1	No	No	32	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.95	2897.95	No
1506-YJTYT	Male	0	Yes	Yes	45	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	73.85	3371.00	No
4123-DVHPH	Male	0	Yes	No	9	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	88.05	801.30	No
6425-YQLLO	Female	1	Yes	No	66	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	105.95	6975.25	Yes
5442-UTCVD	Male	0	No	Yes	3	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	91.85	257.05	Yes
2228-BZDEE	Female	0	No	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	1079.45	No
7734-DBOAI	Female	0	Yes	Yes	1	No	No phone service	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	40.10	40.10	Yes
2789-CZANW	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	110.30	6997.30	No
2091-RFFBA	Female	1	No	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.90	2217.15	Yes
2114-MGINA	Female	0	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.80	1129.10	Yes
7596-LDUXP	Female	0	No	No	12	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	85.15	979.05	No
3740-RLMVT	Male	1	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	60.95	4119.40	No
4489-SNOJF	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	72.25	2568.55	Yes
2192-OZITF	Female	0	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	twoYear	No	mailedCheck	73.55	3349.10	No
5651-CPDND	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.00	492.10	No
2186-QZEYA	Female	1	No	No	29	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	58.55	1718.95	No
1131-ALZWV	Female	0	No	No	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.60	605.25	No
7729-XBTWX	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.75	1344.50	No
9134-WYRVP	Male	0	No	No	51	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	oneYear	No	mailedCheck	86.35	4267.15	No
3284-SVCRO	Female	0	Yes	No	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.50	1121.05	No
9732-OUYRN	Female	0	Yes	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.00	918.70	No
0559-CKHUS	Female	0	Yes	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.55	521.80	No
2931-SVLTV	Male	0	Yes	Yes	40	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	110.10	4469.10	No
6899-PPEEA	Female	1	No	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.55	3580.30	Yes
7504-UWHNB	Male	0	No	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.75	1729.35	No
2582-FFFZR	Female	0	No	No	22	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.60	1073.30	No
8908-NMQTX	Male	0	No	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.60	4566.50	No
2187-LZGPL	Female	0	No	No	7	No	No phone service	DSL	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	40.10	293.30	Yes
1431-AIDJQ	Male	0	Yes	Yes	33	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	82.10	2603.10	No
6288-LBEAR	Female	0	No	No	23	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	79.10	1783.75	No
4597-NUCQV	Male	1	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	2440.15	Yes
9019-QVLZD	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.55	79.55	Yes
8413-YNHNV	Male	0	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	90.65	6322.10	No
5808-TOTXO	Female	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.55	57.40	No
4369-NYSCF	Male	0	No	No	56	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	75.75	4284.65	No
6333-YDVLT	Male	0	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	110.00	7138.65	No
5324-KTGCG	Male	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	20.85	1539.75	No
5599-HVLTW	Female	1	No	No	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	80.35	1058.10	No
7394-LWLYN	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	123.80	No
3707-LRWZD	Female	0	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	No	electronicCheck	84.05	2781.85	Yes
6873-UDNLD	Male	0	No	No	40	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	67.45	2731.00	No
2700-LUEVA	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.75	20.75	No
1455-ESIQH	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.10	89.10	Yes
0958-YHXGP	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.90	497.30	No
1101-SSWAG	Female	0	Yes	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	51.10	711.15	No
2979-SXESE	Female	0	Yes	Yes	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	No	electronicCheck	94.40	1607.20	Yes
4013-TLDHQ	Male	0	No	No	19	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	78.25	1490.95	Yes
5743-KHMNA	Male	0	No	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.55	1898.10	No
4194-FJARJ	Female	0	Yes	Yes	54	Yes	Yes	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	60.00	3273.95	No
5325-UWTWJ	Male	0	Yes	No	31	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	90.55	2929.75	No
3969-GYXEL	Female	0	No	No	11	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	76.40	838.70	No
9208-OLGAQ	Female	1	No	No	18	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	84.95	1443.65	No
3244-CQPHU	Female	1	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.10	7746.70	No
2674-MLXMN	Female	1	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.65	6951.15	No
9708-HPXWZ	Male	1	No	No	5	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	MtM	No	creditCard	45.40	214.75	No
6992-TKNYO	Male	0	Yes	No	38	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	creditCard	69.00	2669.45	No
4468-YDOVK	Male	0	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	48.65	235.20	No
3754-DXMRT	Male	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.15	92.65	Yes
5792-JALQC	Female	1	No	No	52	Yes	Yes	DSL	Yes	No	Yes	No	No	No	twoYear	No	bankTransfer	59.85	3103.25	No
7130-VTEWQ	Female	1	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.75	606.25	Yes
2200-DSAAL	Female	0	No	No	68	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	80.65	5330.20	No
4302-ZYFEL	Male	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.55	1403.10	No
9351-LZYGF	Female	0	Yes	No	42	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	66.40	2727.80	No
4366-CTOUZ	Female	0	No	No	50	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	100.20	5038.45	No
6121-VZNQB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.10	19.10	Yes
7903-CMPEY	Male	1	Yes	No	1	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.30	80.30	Yes
1518-OMDIK	Male	0	Yes	No	33	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.55	1462.60	No
6671-NGWON	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	150.60	No
0595-ITUDF	Male	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	91.80	5960.50	No
6996-KNSML	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.90	74.90	Yes
1955-IBMMB	Male	0	No	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.20	1192.30	No
0096-BXERS	Female	0	Yes	No	6	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	50.35	314.55	No
3806-YAZOV	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.80	56.00	No
7998-ZLXWN	Female	0	Yes	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.45	330.80	No
6253-WRFHY	Male	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	64.75	877.35	No
9133-AYJZG	Female	0	No	No	23	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.70	2249.10	No
2675-OTVVJ	Male	1	Yes	No	31	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	89.45	2807.65	No
8680-CGLTP	Male	0	No	No	29	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	58.75	1696.20	No
8430-TWCBX	Female	0	Yes	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.70	1032.05	No
5018-GWURO	Female	0	Yes	No	56	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.60	4902.80	No
6741-QRLUP	Female	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	80.30	4995.35	No
4737-HOBAX	Male	0	Yes	No	63	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	79.80	5034.05	No
0537-QYZZN	Male	1	Yes	Yes	24	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.85	1857.75	No
3340-QBBFM	Male	1	Yes	No	36	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	54.10	1992.85	No
1704-NRWYE	Female	1	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.85	751.65	Yes
2592-SEIFQ	Male	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.75	66.95	Yes
8200-KLNYW	Female	0	Yes	No	21	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	80.90	1714.95	No
3372-CDXFJ	Male	0	Yes	Yes	13	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	24.50	343.60	No
4781-ZXYGU	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.15	20.15	No
7632-YUTXB	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.05	520.10	No
2718-YSKCS	Male	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.60	1387.45	No
9896-UYMIE	Male	0	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	114.30	7383.70	No
0853-NWIFK	Female	0	No	No	45	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.30	4483.95	No
8212-CRQXP	Female	0	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.00	1706.45	No
6980-CDGFC	Female	0	Yes	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	20.85	1327.40	No
7691-XVTZH	Female	0	Yes	No	68	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	89.95	5974.30	No
2520-SGTTA	Female	0	Yes	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	NA	No
7481-ATQQS	Female	1	No	No	49	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.85	4515.85	Yes
2277-VWCNI	Female	1	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	48.75	179.85	No
1088-CNNKB	Male	0	Yes	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	80.00	5040.20	No
8642-GVWRF	Female	0	Yes	No	2	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	79.70	165.00	Yes
1930-BZLHI	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.35	422.70	No
3400-ESFUW	Male	0	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	57.55	3046.40	Yes
5868-YTYKS	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.25	20.25	No
3525-DVKFN	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.40	358.05	No
1482-OXZSY	Male	0	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	100.40	2936.25	No
0377-JBKKT	Male	0	Yes	Yes	22	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	57.95	1271.80	No
5778-BVOFB	Female	0	No	No	9	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	bankTransfer	59.50	530.05	No
3373-YZZYM	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.20	19.20	No
2057-ZBLPD	Female	0	Yes	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.50	1808.70	Yes
0228-MAUWC	Male	0	No	No	19	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	59.55	1144.60	No
5502-RLUYV	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.95	7446.90	Yes
0023-HGHWL	Male	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.10	25.10	Yes
7663-YJHSN	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	103.95	7556.90	No
4915-BFSXL	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	twoYear	No	creditCard	68.95	4858.70	No
3086-RUCRN	Female	0	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	103.10	6595.00	No
5215-LNLDJ	Female	0	Yes	Yes	7	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.70	149.05	No
7576-JMYWV	Female	1	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.20	4972.10	No
9039-RBEEE	Male	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	48.95	1880.85	Yes
0257-KXZGU	Female	0	Yes	Yes	32	Yes	Yes	DSL	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	62.45	2045.55	No
1307-ATKGB	Male	0	No	No	24	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.55	2187.15	No
8417-FMLZI	Male	0	Yes	Yes	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	83.55	477.55	Yes
3714-XPXBW	Female	0	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	78.90	2976.95	No
1850-AKQEP	Male	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	178.70	No
2824-DXNKN	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	71.45	5025.85	No
5227-JSCFE	Male	1	Yes	No	71	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	46.35	3353.40	No
0848-ZGQIJ	Female	0	Yes	No	16	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.65	1461.15	No
3621-CHYVB	Female	0	Yes	No	57	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	49.90	2782.40	No
8042-RNLKO	Male	0	No	No	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.45	1699.15	No
1792-UXAFY	Female	1	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.15	1496.90	Yes
5372-FBKBN	Female	0	No	Yes	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.75	452.20	No
0420-TXVSG	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	creditCard	66.10	4428.45	No
6217-TOWGS	Female	0	Yes	No	17	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	75.40	1322.55	No
0515-YPMCW	Male	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.45	70.45	Yes
0378-XSZPU	Male	0	Yes	No	58	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	creditCard	60.30	3563.80	Yes
1045-LTCYT	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	21.05	139.75	No
1544-JJMYL	Male	0	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	creditCard	69.35	1927.30	No
4636-JGAAI	Male	0	Yes	No	34	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	mailedCheck	88.85	3000.25	No
6874-SGLHU	Male	0	No	No	30	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	97.00	3021.30	No
5951-AOFIH	Male	0	No	No	33	Yes	No	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	66.40	2245.40	No
4729-XKASR	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.75	24.75	Yes
3059-NGMXB	Male	0	Yes	Yes	14	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	MtM	No	mailedCheck	69.20	944.65	No
8652-YHIYU	Female	0	No	Yes	16	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	creditCard	79.50	1264.20	No
5278-PNYOX	Female	0	No	No	49	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	100.65	4917.75	No
5449-FIBXJ	Male	0	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	103.30	2012.70	Yes
3486-HOOGQ	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	79.70	5743.30	No
5061-PBXFW	Female	0	Yes	Yes	32	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	61.40	1864.65	No
8630-FJLIB	Female	0	No	No	18	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	1221.65	No
3891-NLXJB	Male	0	No	No	37	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	40.55	1390.85	No
4749-OJKQU	Female	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.65	302.35	No
0577-WHMEV	Female	0	Yes	No	16	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	90.70	1374.90	No
5453-AXEPF	Male	0	Yes	No	17	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.50	1336.90	No
3639-XJHKQ	Female	0	No	Yes	19	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	60.60	1297.80	No
3716-LRGXK	Male	0	Yes	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	creditCard	101.15	6067.40	No
2263-SFSQZ	Male	0	Yes	Yes	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.95	1222.25	No
9950-MTGYX	Male	0	Yes	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.30	487.95	No
3397-AVTKU	Male	0	No	No	43	Yes	No	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	electronicCheck	60.00	2548.55	No
4825-FUREZ	Male	0	Yes	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	20.25	835.50	No
9837-BMCLM	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.50	242.05	Yes
2672-OJQZP	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.75	44.75	No
0137-UDEUO	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	63.75	Yes
3134-DSHVC	Female	0	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	creditCard	98.00	6218.45	No
6161-UUUTA	Male	1	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.90	260.90	Yes
7821-DPRQE	Male	0	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.70	7320.90	No
6543-XRMYR	Female	1	No	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.70	2967.35	Yes
2001-EWBQU	Female	0	No	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	104.70	6333.80	No
4925-LMHOK	Male	0	No	No	15	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	58.60	939.70	Yes
1608-GMEWB	Male	1	No	No	45	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.90	4200.25	No
6695-AMZUF	Female	0	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.45	5950.20	No
1455-UGQVH	Male	0	Yes	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	1037.75	Yes
8410-BGQXN	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.40	93.40	No
8280-MQRQN	Female	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.45	50.45	Yes
1619-YWUBB	Female	0	Yes	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.95	1614.90	No
7611-YKYTC	Male	0	Yes	Yes	22	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	75.00	1573.95	No
2037-SGXHH	Male	0	Yes	Yes	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	94.65	3624.30	Yes
3178-FESZO	Female	0	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	100.25	100.25	Yes
0365-GXEZS	Male	0	Yes	No	18	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	78.20	1468.75	No
0082-OQIQY	Male	0	No	No	29	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.20	2607.60	No
6087-MVHJH	Female	0	No	No	16	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.45	1422.10	Yes
4603-JANFB	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	69.85	Yes
3018-TFTSU	Male	0	No	No	12	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	No	bankTransfer	81.70	858.60	Yes
3606-SBKRY	Male	0	No	No	31	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	50.05	1523.40	No
4806-KEXQR	Male	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.90	324.30	Yes
0667-NSRGI	Female	0	Yes	No	48	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	69.55	3435.60	No
7083-YNSKY	Female	0	No	No	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	25.40	399.60	Yes
6893-ODYYE	Male	0	No	No	50	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	90.10	4549.45	No
8242-JSVBO	Male	0	No	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.65	322.50	No
2479-BRAMR	Male	1	Yes	No	41	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	83.75	3273.55	Yes
9541-ZPSEA	Male	0	Yes	Yes	68	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	twoYear	No	creditCard	80.35	5375.15	No
2665-NPTGL	Female	1	Yes	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	98.10	2510.70	No
1139-WUOAH	Male	0	No	No	57	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	53.35	3090.05	No
4693-VWVBO	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.55	61.05	No
7434-SHXLS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.90	20.90	Yes
6937-GCDGQ	Male	0	Yes	Yes	19	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	48.95	955.60	No
0988-JRWWP	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.20	140.40	No
5075-JSDKI	Female	0	No	No	59	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	24.45	1493.10	No
7908-QCBCA	Female	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.40	69.40	Yes
8644-XYTSV	Male	0	Yes	No	42	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	40.15	1626.05	No
6711-FLDFB	Female	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	541.15	Yes
3873-WOSBC	Male	0	Yes	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.60	1784.90	No
7465-ZZRVX	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	70.35	No
7975-JMZNT	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	91.70	6075.90	No
7251-XFOIL	Female	0	No	No	61	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	89.20	5500.60	No
4116-IQRFR	Male	0	Yes	Yes	4	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.10	73.10	No
3714-JTVOV	Female	1	Yes	No	42	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	74.15	3229.40	Yes
8259-DZLIZ	Female	0	Yes	Yes	64	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	bankTransfer	53.85	3399.85	No
0442-ZXKVS	Female	1	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	115.60	6431.05	No
7853-WNZSY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.75	19.75	No
3120-FAZKD	Male	0	Yes	Yes	54	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.05	1230.90	No
8606-OEGQZ	Female	0	No	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.30	454.65	No
0225-ZORZP	Male	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	84.30	235.05	No
4702-IOQDC	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	70.10	Yes
9489-JMTTN	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.75	6595.90	No
0575-CUQOV	Male	1	Yes	No	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.95	5867.00	No
0967-BMLBD	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.00	196.35	No
6178-KFNHS	Female	0	No	Yes	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.30	909.25	Yes
2830-LEWOA	Male	0	Yes	Yes	61	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	103.90	6449.15	No
5006-MXVRN	Female	0	No	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.70	762.45	No
1264-BYWMS	Male	0	No	No	55	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.80	5283.95	Yes
9658-WYUFB	Female	0	No	No	17	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.40	1617.50	Yes
8327-WKMIE	Male	0	No	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.15	785.75	No
6917-FIJHC	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	26.00	1776.00	No
5329-KRDTM	Male	1	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	77.35	5396.25	No
7797-EJMDP	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	bankTransfer	66.05	574.50	No
3530-VWVGU	Female	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	400.30	No
2013-SGDXK	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	84.30	84.30	Yes
6368-NWMCE	Female	0	No	No	38	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	MtM	No	creditCard	68.15	2656.30	No
3633-CDBUW	Male	0	No	Yes	17	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	80.85	1445.95	No
0707-HOVVN	Female	1	No	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.50	5212.65	No
8580-QVLOC	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	92.45	6440.25	Yes
3956-MGXOG	Female	0	No	No	28	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.60	2244.95	No
9274-UARKJ	Female	0	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	83.20	1130.00	No
4077-HWUYD	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	87.55	6463.15	No
2012-NWRPA	Female	1	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.55	1131.20	Yes
8808-ELEHO	Male	1	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.25	585.95	Yes
0103-CSITQ	Female	0	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.40	6252.70	No
3506-LCJDC	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.95	19.95	Yes
8671-KKKOS	Female	0	Yes	No	46	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	45.55	2062.15	No
7305-ZWMAJ	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.70	587.10	No
9518-XXBXE	Male	1	Yes	No	10	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.30	720.45	No
3934-HXCFZ	Male	0	Yes	No	23	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	99.25	2186.40	Yes
6578-KRMAW	Male	0	No	No	32	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	93.40	2979.30	No
4860-IJUDE	Male	0	No	No	13	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	73.75	956.65	No
7666-WKRON	Female	0	No	No	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	twoYear	Yes	electronicCheck	80.45	3201.55	Yes
9688-YGXVR	Female	0	No	No	44	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	88.15	3973.20	No
0423-UDIJQ	Male	1	No	No	9	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	49.20	447.90	No
1945-XISKS	Female	0	Yes	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.65	1335.20	No
4910-AQFFX	Male	0	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.35	661.25	Yes
2154-KVJFF	Female	0	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.75	1111.85	Yes
5360-LJCNJ	Female	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.15	7555.00	No
2607-FBDFF	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	49.00	49.00	No
9647-ERGBE	Female	0	Yes	Yes	30	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3046.15	Yes
3428-XZMAZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	69.35	Yes
1100-DDVRV	Male	0	Yes	No	17	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	49.80	836.35	No
0378-TOVMS	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	No	electronicCheck	85.80	272.20	Yes
4355-HBJHH	Male	0	Yes	Yes	67	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	79.70	5293.40	Yes
6728-WYQBC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.95	20.95	No
9058-CBREO	Female	1	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.55	50.55	Yes
9029-FEGVJ	Female	1	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	79.30	2570.00	No
7216-KAOID	Male	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.50	798.20	No
0318-QUUOB	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.55	80.55	Yes
6145-NNPNO	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.15	44.15	No
5520-FVEWJ	Female	0	Yes	Yes	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.50	916.90	Yes
5339-TJFEK	Male	0	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	6487.20	No
5572-ZDXHY	Female	0	No	No	22	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	84.30	1855.65	Yes
2074-GUHPQ	Female	0	No	Yes	17	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	92.70	1556.85	No
4625-XMOYM	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	26.25	1988.05	No
5827-MWCZK	Male	0	Yes	Yes	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	96.95	5432.20	No
1385-TQOZW	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.45	147.55	No
5914-XRFQB	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.80	8424.90	No
4329-YPDDQ	Male	0	No	No	20	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.20	2203.70	No
4804-NCPET	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.20	387.40	No
3750-CKVKH	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	67.75	116.65	Yes
5944-UGLLK	Male	0	No	No	53	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	54.90	3045.75	No
8063-GBATB	Female	1	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.25	2287.25	Yes
7787-BNTZM	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.15	130.50	No
2252-ISRNH	Male	0	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.35	767.90	No
9415-TPKRV	Female	0	Yes	Yes	8	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	55.75	446.80	No
5322-TEUJK	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.60	8100.25	No
4547-KQRTM	Female	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.05	830.70	Yes
4877-EVATK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	20.00	Yes
1866-DIOQZ	Female	0	Yes	No	71	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	66.80	4689.15	No
8375-KVTHK	Male	0	Yes	No	68	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.30	6754.35	No
2697-NQBPF	Male	0	No	No	34	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.35	3540.65	No
3709-OIJEA	Male	0	No	No	26	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	85.20	2184.60	No
7639-SUPCW	Female	0	No	No	22	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	48.80	1054.60	Yes
1386-ZIKUV	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	18.95	130.55	No
0599-XNYDO	Female	0	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.80	1540.35	No
6377-WHAOX	Female	0	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.15	6411.25	No
6855-VLGOS	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	20.55	1432.55	No
8999-XXGNS	Female	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.75	7629.85	No
8746-OQQRW	Male	0	No	No	4	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	25.25	101.90	No
3181-MIZBN	Male	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.75	313.40	No
0471-ARVMX	Female	1	Yes	No	62	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.85	6312.90	No
7766-CLTIC	Female	0	No	No	10	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	mailedCheck	60.95	629.55	No
5650-YLIBA	Male	0	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.15	2640.55	No
0825-CPPQH	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.10	1372.45	No
9084-OAYKL	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.80	1212.25	No
6122-LJADA	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.15	6237.05	No
2400-XIWIO	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.10	6310.90	No
7524-VRLPL	Male	1	No	No	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	74.10	5031.00	No
1069-XAIEM	Female	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.05	85.05	Yes
7569-NMZYQ	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	118.75	8672.45	No
5201-USSQZ	Female	0	Yes	No	26	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	No	creditCard	85.90	2196.45	No
2105-PHWON	Female	0	Yes	No	33	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	95.00	3008.15	No
1494-EJZDW	Female	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	220.80	No
4884-TVUQF	Female	1	No	No	57	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	101.30	5779.60	No
8003-EWNDZ	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	21.20	222.65	No
1897-RCFUM	Female	0	Yes	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	24.20	914.60	No
9256-JTBNZ	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.30	246.30	No
4658-HCOHW	Female	0	Yes	Yes	21	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	102.80	2110.15	Yes
2211-RMNHO	Female	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.30	5560.00	No
2432-TFSMK	Male	0	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	creditCard	89.60	1633.00	No
3440-JPSCL	Female	0	No	No	6	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.95	547.65	Yes
4929-ROART	Male	0	No	No	18	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	56.25	969.85	No
1834-ABKHQ	Female	0	Yes	Yes	52	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	50.95	2610.65	No
1741-WTPON	Male	0	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	115.85	6567.90	No
3932-IJWDZ	Male	0	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.65	4747.85	No
1240-HCBOH	Female	0	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	26.10	1759.55	No
3594-KADLU	Male	0	Yes	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	35.10	101.10	No
8065-BVEPF	Male	1	No	No	65	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.10	6496.15	No
3796-ENZGF	Male	0	Yes	No	63	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	67.25	4234.15	No
1734-ZMNTZ	Female	0	Yes	Yes	11	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.00	300.70	No
2853-CWQFQ	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	mailedCheck	59.55	59.55	No
0813-TAXXS	Male	0	No	No	55	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	77.80	4323.35	No
2519-TWKFS	Male	0	Yes	Yes	25	Yes	Yes	DSL	No	No	No	Yes	No	No	oneYear	Yes	mailedCheck	55.10	1466.10	No
2889-FPWRM	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	117.80	8684.80	Yes
0626-QXNGV	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.15	1776.45	No
6723-CEGQI	Female	0	No	Yes	65	No	No phone service	DSL	No	Yes	No	Yes	Yes	No	twoYear	No	mailedCheck	45.25	2933.95	No
6987-XQSJT	Female	1	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.50	4370.25	Yes
4732-RRJZC	Male	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	144.35	No
9499-XPZXM	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	64.75	4804.75	No
4338-EYCER	Male	0	Yes	No	21	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	bankTransfer	54.60	1125.20	No
3007-FDPEA	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.70	39.85	No
6350-XFYGW	Male	1	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	422.40	No
4290-BSXUX	Male	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	79.65	251.75	Yes
8513-OLYGY	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.80	8332.15	No
0311-QYWSS	Female	0	No	No	6	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.45	314.60	No
8705-DWKTI	Male	0	No	No	52	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	83.80	4331.40	No
8755-IWJHN	Male	1	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.35	6382.00	No
0325-XBFAC	Male	0	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	740.30	Yes
4480-QQRHC	Female	1	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	74.05	600.15	No
0929-PECLO	Female	1	No	No	63	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	89.60	5538.80	No
3680-CTHUH	Male	0	No	No	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	116.60	7049.50	No
1202-KKGFU	Female	0	Yes	No	12	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	54.20	690.50	No
6112-KTHFQ	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.30	279.30	No
1852-XEMDW	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	65.05	1427.55	No
2462-XIIJB	Male	0	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	92.50	452.70	Yes
4760-XOHVN	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.45	19.45	Yes
1820-DJFPH	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.05	1709.15	No
9426-SXNHE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	18.75	53.15	No
9068-FHQHD	Female	0	Yes	Yes	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.15	777.35	No
1269-FOYWN	Male	0	Yes	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.00	860.85	No
9470-YFUYI	Male	1	Yes	No	71	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	71.00	5012.10	No
7817-BOQPW	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.55	166.30	Yes
7402-EYFXX	Male	1	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.60	2404.10	No
1853-UDXBW	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	70.00	Yes
9895-VFOXH	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.40	24.40	No
5458-CQJTA	Male	0	Yes	Yes	65	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	74.80	4820.15	Yes
1230-QAJDW	Male	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	65.25	209.90	No
5701-ZIKJE	Male	0	No	No	13	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.55	610.75	No
5219-YIPTK	Female	0	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	3409.60	Yes
5032-MIYKT	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.70	70.70	No
7396-VJUZB	Male	0	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.25	155.35	No
9717-QEBGU	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	144.00	No
5172-RKOCB	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	108.95	7875.00	No
6509-TSGWN	Female	0	Yes	Yes	37	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	26.45	911.60	No
3540-RZJYU	Female	0	No	No	15	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	86.20	1270.20	Yes
3178-CIFOT	Female	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	19.65	478.10	No
2091-MJTFX	Female	0	Yes	Yes	30	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	MtM	No	creditCard	51.20	1561.50	Yes
4530-NDRKU	Female	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	19.05	761.85	No
5985-TBABQ	Female	0	No	No	32	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	74.75	2282.95	No
9800-ONTFE	Female	0	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.80	1615.10	No
6743-HHQPF	Male	0	Yes	No	42	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.10	1097.15	No
8455-HIRAQ	Female	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.45	369.30	No
6616-AALSR	Female	0	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	104.30	6725.30	No
0883-EIBTI	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.50	31.55	Yes
9415-ZNBSX	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.00	6293.20	No
4018-KJYUY	Male	0	No	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.15	432.50	No
0722-TROQR	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	321.75	Yes
7571-YXDAD	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	74.90	147.15	Yes
3884-UEBXB	Female	0	Yes	Yes	67	No	No phone service	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	36.15	2434.45	No
8780-RSYYU	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.20	532.10	No
5537-UXXVS	Female	0	Yes	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.25	375.25	No
1791-PQHBB	Female	0	No	Yes	2	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	61.20	125.95	No
8701-DGLVH	Male	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.45	1042.65	No
8741-LQOBK	Female	0	Yes	Yes	46	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	35.05	1620.25	No
3393-FMZPV	Female	0	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	2387.75	Yes
8082-GHXOP	Male	0	No	Yes	13	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.00	659.35	No
6402-ZFPPI	Female	1	No	No	25	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	102.80	2660.20	Yes
0980-FEXWF	Male	0	Yes	Yes	26	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	No	mailedCheck	50.35	1285.80	No
7486-KSRVI	Male	0	No	No	43	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.00	4211.55	Yes
3011-WQKSZ	Male	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.00	377.55	No
8443-WVPSS	Male	0	Yes	No	10	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.85	990.90	Yes
3006-XIMLN	Female	0	No	Yes	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.20	193.80	Yes
8218-FFJDS	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.40	6058.95	No
1986-PHGZF	Male	1	No	No	18	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	58.40	964.90	No
9965-YOKZB	Male	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.85	790.15	Yes
0504-HHAPI	Female	1	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	88.30	2467.75	Yes
9360-OMDZZ	Male	0	No	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.10	2322.85	No
6305-YLBMM	Male	0	No	No	69	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.05	7262.00	Yes
0345-XMMUG	Female	0	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.90	4854.30	No
8024-XNAFQ	Female	1	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	107.40	7748.75	No
3647-GMGDH	Male	0	Yes	No	22	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.70	1914.90	Yes
2988-GBIVW	Female	1	Yes	No	70	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	90.85	6470.10	No
2832-SCUCO	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.90	57.40	No
7036-ZZKBD	Male	0	Yes	No	31	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	66.40	2019.80	No
3791-LGQCY	Female	1	Yes	No	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.65	5688.05	Yes
0265-PSUAE	Female	0	Yes	Yes	16	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	100.70	1522.70	No
0463-TXOAK	Male	0	No	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.60	1334.50	No
0594-UFTUL	Male	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.85	252.00	No
9509-MPYOD	Female	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.75	700.45	No
9128-CPXKI	Female	0	No	No	59	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	95.80	5655.45	No
0129-KPTWJ	Male	0	Yes	No	72	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	6747.35	No
8166-ZZTFS	Female	1	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	80.55	5265.10	Yes
5855-EIBDE	Female	0	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	106.65	5174.35	No
5365-LLFYV	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	105.60	No
5956-YHHRX	Male	1	No	No	21	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.35	2271.85	No
6008-NAIXK	Male	1	No	No	54	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	55.45	2966.95	No
2956-GGUCQ	Male	1	Yes	No	24	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.85	1772.25	Yes
1928-BXYIV	Male	0	No	No	1	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	61.15	61.15	No
5760-FXFVO	Male	0	No	No	6	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.95	494.95	No
6595-COKXZ	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.45	44.45	Yes
0961-ZWLVI	Male	0	No	Yes	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.20	5290.45	No
5181-OABFK	Female	0	Yes	Yes	56	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	creditCard	61.30	3346.80	No
4007-NHVHI	Female	1	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	96.85	5219.65	No
7816-VGHTO	Female	0	Yes	Yes	6	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	40.55	217.50	No
5871-DGTXZ	Male	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.80	607.70	No
7550-WIQVA	Male	0	Yes	Yes	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.25	5431.40	No
7544-ZVIKX	Male	0	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.05	6004.85	No
0016-QLJIS	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.45	5957.90	No
7508-DQAKK	Female	0	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	86.40	5442.05	No
5176-OLSKT	Female	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	66.90	4370.25	No
9356-AXGMP	Male	0	Yes	No	38	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.70	4428.60	No
3556-BVQGL	Female	0	Yes	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.00	416.45	No
0362-ZBZWJ	Male	0	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	3067.20	Yes
8979-CAMGB	Male	1	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	102.10	6688.10	No
4211-MMAZN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.25	20.25	Yes
7581-EBBOU	Female	0	No	No	60	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.15	4224.70	No
4274-OWWYO	Male	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.35	74.35	Yes
5073-RZGBK	Female	0	Yes	Yes	50	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	80.05	4042.20	No
1541-ETJZO	Male	0	No	No	1	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	62.05	62.05	Yes
2192-CKRLV	Female	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	49.20	3580.95	No
3154-HMWUU	Male	0	Yes	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.50	1198.80	No
6119-SPUDB	Male	0	No	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	38.25	1755.35	No
6522-OIQSX	Female	0	Yes	Yes	69	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	54.95	3772.50	No
7813-ZGGAW	Male	1	No	No	31	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	96.60	2877.95	No
8748-HFWBO	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.90	357.70	No
1052-QJIBV	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.90	1397.30	No
1319-YLZJG	Male	0	Yes	No	12	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.60	959.90	No
4106-HADHQ	Male	0	Yes	Yes	39	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	80.00	3182.95	Yes
0723-FDLAY	Male	0	No	No	44	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	85.25	3704.15	No
3050-RLLXC	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	81.25	4620.40	No
9298-WGMRW	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.50	8312.75	No
2369-UAPKZ	Male	0	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	104.10	541.90	Yes
3088-LHEFH	Female	0	No	No	11	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	79.00	929.30	No
2778-OCLGR	Male	1	Yes	No	24	No	No phone service	DSL	Yes	No	No	No	No	Yes	MtM	No	bankTransfer	39.10	971.30	Yes
6583-KQJLK	Female	1	Yes	No	15	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	1285.05	No
8544-JNBOX	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.80	1521.20	No
6681-ZSEXG	Male	0	Yes	No	56	Yes	Yes	DSL	No	Yes	Yes	No	No	No	twoYear	No	creditCard	59.50	3389.25	No
6139-ZZRBQ	Male	1	No	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.05	1198.05	No
6116-RFVHN	Female	0	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.45	3414.65	No
0637-KVDLV	Male	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	162.45	Yes
8884-FEEWR	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.60	754.00	No
3125-RAHBV	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.30	467.15	No
6633-MPWBS	Male	0	No	No	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.20	216.90	Yes
0373-AIVNJ	Male	0	No	No	9	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	mailedCheck	39.55	373.00	No
8785-EPNCG	Male	0	No	No	11	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	23.15	245.20	Yes
1682-VCOIO	Male	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.45	481.10	No
5729-KLZAR	Female	0	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.85	302.75	Yes
2072-ZVJJX	Male	0	Yes	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.25	1728.20	No
8849-AYPTR	Male	0	Yes	No	33	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	91.25	2964.05	No
9518-IMLHK	Male	0	No	No	31	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	72.45	2156.25	No
1582-RAFML	Male	0	No	No	1	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	60.10	60.10	Yes
3646-ITDGM	Female	0	No	No	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.70	1051.90	No
8740-CRYFY	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.95	78.95	Yes
3569-VLDHH	Male	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	75.10	5013.00	No
8224-KDLKN	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.00	1738.90	No
7594-LZNWR	Male	1	No	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	69.15	2275.10	No
4001-TSBTV	Female	0	Yes	Yes	58	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.55	5511.65	No
2962-XPMCQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.15	98.50	Yes
8727-XDPUD	Male	0	No	No	37	No	No phone service	DSL	No	No	No	No	Yes	No	twoYear	No	creditCard	35.80	1316.90	No
1043-UXOVO	Female	0	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.15	7993.30	No
1064-FBXNK	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.85	19.85	No
3996-ZNWYK	Male	1	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.80	1388.45	No
2878-DHMIN	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.90	666.00	No
7762-ONLJY	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.70	94.45	No
1678-FYZOW	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.40	244.65	Yes
5795-BKOYE	Female	0	Yes	Yes	69	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	No	bankTransfer	59.10	4134.70	No
8627-EHGIP	Male	0	No	No	44	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	53.95	2375.40	Yes
7402-PWYJJ	Female	0	Yes	No	53	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	91.15	4862.50	No
5480-TBGPH	Female	0	Yes	No	24	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.30	2431.35	Yes
0018-NYROU	Female	0	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.95	351.50	No
7501-VTYLJ	Female	0	No	Yes	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	51.55	106.20	No
7608-RGIRO	Male	0	No	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.40	1413.00	No
0480-BIXDE	Female	0	Yes	No	19	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.80	1743.05	No
5895-QSXOD	Male	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.05	657.50	No
9814-AOUDH	Male	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.50	1050.50	No
6175-IRFIT	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	mailedCheck	78.75	426.35	No
8760-ZRHKE	Female	1	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	electronicCheck	69.20	4982.50	No
1622-HSHSF	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.55	19.55	No
8854-CCVSQ	Male	0	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.65	1451.90	Yes
6749-UTDVX	Male	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	103.65	7634.80	No
5542-DHSXL	Female	0	Yes	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.70	235.05	No
9102-OXKFY	Male	0	No	No	59	Yes	Yes	DSL	No	No	Yes	No	No	No	twoYear	No	creditCard	54.15	3116.15	No
0511-JTEOY	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	71.10	71.10	Yes
5216-WASFJ	Female	1	Yes	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.85	2633.40	No
7808-DVWEP	Male	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.00	49.65	No
7067-KSAZT	Female	1	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.25	6979.80	Yes
2284-VFLKH	Male	0	Yes	No	49	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	99.25	4920.80	No
0366-NQSHS	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.35	46.35	No
6532-YLWSI	Female	0	Yes	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.80	1021.80	Yes
3807-BPOMJ	Female	0	Yes	No	55	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	94.75	5276.10	No
3892-NXAZG	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.05	8289.20	No
4948-WBBKL	Female	1	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	2659.45	No
4182-BGSIQ	Female	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	19.80	196.75	No
9300-AGZNL	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	94.00	Yes
0988-AADSA	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	80.85	5824.75	No
9972-NKTFD	Female	0	No	No	28	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	54.65	1517.50	No
3717-LNXKW	Male	0	Yes	No	38	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	91.70	3479.05	No
5734-EJKXG	Female	0	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	118.60	7365.70	No
2207-RYYRL	Male	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.55	1331.05	No
6729-FZWSY	Male	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.45	1195.95	No
9695-IDRZR	Female	0	No	Yes	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.15	3946.90	No
8144-DGHXP	Female	0	No	No	54	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	80.60	4299.95	No
7814-LEEVE	Female	0	Yes	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.30	20.30	No
1112-CUNAO	Female	1	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.85	1424.95	Yes
5175-AOBHI	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	46.00	193.60	Yes
5174-RNGBH	Female	0	No	No	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	66.25	620.55	Yes
8631-WUXGY	Female	0	No	Yes	46	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4391.25	No
7270-BDIOA	Female	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	90.00	1993.80	Yes
9565-JSNFM	Male	0	No	No	38	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.45	2597.60	Yes
5906-DVAPM	Female	0	Yes	Yes	55	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	75.00	4213.90	No
6654-QGBZZ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	19.90	No
8348-JLBUG	Male	1	Yes	No	64	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	No	creditCard	80.30	5017.70	No
0607-DAAHE	Male	0	No	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.75	1052.35	Yes
5641-DMBFJ	Female	0	Yes	No	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.30	4916.40	No
9200-NLNPD	Male	0	Yes	No	56	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	54.05	2959.80	No
2664-XJZNO	Male	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	104.90	7559.55	No
9732-KPKBW	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	53.95	53.95	Yes
3339-EAQNV	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	97.25	7133.10	No
0921-OHLVP	Male	0	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	83.05	1799.30	No
3389-YGYAI	Female	1	No	No	8	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	829.55	Yes
9560-ARGQJ	Female	0	No	Yes	16	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.00	1312.15	Yes
8350-NYMVI	Female	0	No	No	39	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	41.10	1597.05	No
1600-DILPE	Female	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.00	524.35	No
0536-ESJEP	Male	0	Yes	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	74.55	4191.45	No
4654-GGUII	Female	0	No	No	18	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	40.20	711.95	No
6478-HRRCZ	Male	0	Yes	No	32	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	70.50	2201.75	No
8510-BBWMU	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.75	806.95	No
6857-TKDJV	Male	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.65	1620.45	No
2360-RDGRO	Male	0	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.25	6812.95	No
0584-BJQGZ	Female	0	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	78.35	1837.90	No
5134-IKDAY	Female	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	69.80	Yes
1360-XFJMR	Female	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	109.70	7344.45	No
3070-DVEYC	Male	1	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	73.75	545.15	Yes
5730-RIITO	Female	1	No	No	43	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	33.45	1500.25	No
9058-MJLZC	Female	0	No	No	24	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	2283.15	No
5707-ORNDZ	Male	1	No	No	9	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.55	494.05	Yes
0902-XKXPN	Male	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.20	1376.50	No
5177-RVZNU	Female	0	No	Yes	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.30	755.40	No
0056-EPFBG	Male	0	Yes	Yes	20	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	39.40	825.40	No
8993-IZEUX	Male	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.15	488.65	No
8696-JKZNU	Female	1	No	No	37	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.25	2841.55	Yes
5380-AFSSK	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.90	486.85	Yes
8190-ZTQFB	Male	0	No	No	41	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	51.35	2075.10	No
0931-MHTEM	Female	0	No	No	54	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.05	5299.65	No
2055-PDADH	Female	1	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.40	204.70	Yes
7515-LODFU	Male	1	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.30	1356.30	No
0440-UEDAI	Female	0	No	No	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	94.45	5042.75	No
1337-BOZWO	Male	0	Yes	Yes	18	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	46.40	812.40	No
0868-VJRDR	Male	0	Yes	No	64	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.05	6605.55	No
8714-EUHJO	Female	0	Yes	Yes	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	91.15	2995.45	Yes
6344-SFJVH	Female	0	No	No	20	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	creditCard	24.90	505.95	No
3950-VPYJB	Male	0	Yes	Yes	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	59.60	3509.40	No
8041-TMEID	Male	1	Yes	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	108.50	6991.90	No
7321-ZNSLA	Male	0	Yes	Yes	13	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	40.55	590.35	No
6941-KXRRV	Female	1	Yes	No	48	Yes	No	DSL	No	Yes	No	No	No	Yes	oneYear	Yes	bankTransfer	58.95	2789.70	No
3721-CNEYS	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.95	137.95	Yes
8727-JQFHV	Male	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.75	1123.15	No
9475-NNDGC	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	113.15	7953.25	No
1355-KUSBG	Female	0	Yes	Yes	7	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	48.80	349.80	No
3688-FTHLT	Female	0	No	No	16	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	63.05	1067.05	No
0899-LIIBW	Male	0	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.85	3527.30	No
2568-OIADY	Female	0	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	3762.00	Yes
1384-RCUXW	Male	0	No	No	16	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.55	1248.90	No
5825-XJOCM	Male	0	No	Yes	48	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	64.40	3035.35	No
6848-YLDFR	Male	0	Yes	Yes	58	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	75.20	4300.80	No
8125-QPFJD	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.90	6065.30	No
2320-YKQBO	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.30	144.95	No
1193-RTSLK	Female	0	No	No	38	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	83.90	3233.60	Yes
2302-ANTDP	Female	1	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	117.45	5438.90	Yes
5923-GXUOC	Male	0	No	No	10	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	1081.45	Yes
4973-RLZVI	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	creditCard	74.65	2308.60	No
7869-ZYDST	Male	0	Yes	No	31	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	59.05	1882.80	No
4501-UYKBC	Female	1	No	No	46	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	creditCard	69.10	3255.35	No
1215-EXRMO	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.55	1067.65	No
2305-MRGLV	Male	0	Yes	No	28	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	bankTransfer	76.55	2065.40	No
8404-VIOMB	Female	0	No	No	66	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	62.50	4136.40	No
5233-GEEAX	Male	1	No	No	8	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.40	221.90	Yes
2359-KLTEK	Female	0	Yes	Yes	41	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	94.90	3848.00	No
5304-EFJLP	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.65	8022.85	No
2673-ZALNP	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.90	173.15	No
9184-GALIL	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	781.25	No
4393-RYCRE	Male	0	No	No	44	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.05	4510.80	No
9746-MDMBK	Male	0	Yes	Yes	47	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	113.45	5317.80	No
3162-ZJZFU	Male	0	Yes	Yes	53	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	92.55	4779.45	No
8404-GFGCZ	Male	0	Yes	No	4	Yes	Yes	DSL	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	65.60	250.10	No
8875-AKBYH	Male	1	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.35	1745.20	No
4432-ADRLB	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.65	74.90	Yes
0533-UCAAU	Male	1	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	71.10	4140.10	No
1394-SUIUH	Female	1	Yes	No	44	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.15	3670.50	No
3521-MNKLV	Male	0	No	No	24	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.70	1167.80	No
2533-TIBIX	Male	0	Yes	Yes	15	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	30.20	469.65	No
8993-PHFWD	Female	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	58.90	Yes
1565-RHDJD	Female	0	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	84.05	333.55	Yes
7137-RYLPP	Male	1	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.70	3171.15	Yes
3765-JXVKY	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes
5092-STPKP	Female	0	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	creditCard	56.35	1381.20	No
7330-WZLNC	Female	0	No	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.80	455.50	Yes
0114-PEGZZ	Female	0	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	107.55	3645.50	No
3359-DSRKA	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.85	1158.85	No
8639-NHQEI	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	bankTransfer	95.90	6954.15	No
7161-DFHUF	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	23.85	1672.10	No
3957-LXOLK	Female	1	No	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.15	3152.50	Yes
3720-DBRWL	Male	0	Yes	No	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.85	4307.10	No
6635-MYYYZ	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	85.35	2530.40	Yes
8565-WUXZU	Male	1	Yes	No	72	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	84.80	6141.65	No
5281-BUZGT	Male	1	No	No	36	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	90.85	3186.70	Yes
4994-OBRSZ	Male	0	No	Yes	14	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	76.10	1054.80	No
0562-FGDCR	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	mailedCheck	74.55	5430.65	No
2436-QBZFP	Female	0	Yes	Yes	22	No	No phone service	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	39.20	849.90	No
3420-YJLQT	Female	0	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	79.55	151.75	No
6040-CGACY	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.60	299.40	No
6582-PLFUU	Male	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.55	1086.75	No
8242-PDSGJ	Male	0	Yes	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	39.15	2692.75	No
0264-CNITK	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.10	1389.60	No
0089-IIQKO	Female	0	Yes	Yes	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	99.95	3767.40	No
7839-NUIAA	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	59.80	3641.50	No
6075-QMNRR	Female	0	No	No	52	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	49.75	2535.55	No
5378-IKEEG	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	35.75	35.75	Yes
5966-EMAZU	Male	0	Yes	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	108.50	6880.85	No
0440-EKDCF	Male	0	Yes	No	62	Yes	No	DSL	No	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	60.15	3753.20	No
4774-HHGGS	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.05	637.55	No
2718-GAXQD	Female	1	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.00	181.60	Yes
2055-BFOCC	Male	1	Yes	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	84.00	5329.55	No
8180-AKMJV	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.55	44.55	No
4298-OYIFC	Male	0	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.45	1539.80	No
5566-SOEZD	Male	0	Yes	Yes	27	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	80.65	2209.75	No
9842-EFSYY	Female	0	No	Yes	4	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	57.20	223.75	No
2272-WUSPA	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	110.75	7751.70	No
4584-LBNMK	Male	1	Yes	No	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.70	1174.35	No
3898-GUYTS	Female	1	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	97.05	4385.05	No
0930-EHUZA	Female	0	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	mailedCheck	76.35	2606.35	No
6413-XKKPU	Male	0	Yes	Yes	17	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.40	1539.45	Yes
9975-SKRNR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.90	18.90	No
3703-KBKZP	Male	1	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.45	1261.35	No
1449-XQEMT	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.80	58.15	Yes
2626-URJFX	Male	0	Yes	Yes	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.90	225.60	Yes
4973-MGTON	Female	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	84.40	5969.30	No
3682-YEUWS	Male	0	Yes	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	24.40	253.90	No
1223-UNPKS	Male	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.05	400.00	No
2612-RRIDN	Male	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.00	340.85	Yes
4735-ASGMA	Male	0	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.35	2515.30	Yes
3446-QDSZF	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	55.50	227.35	No
3669-LVWZB	Male	0	No	No	5	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	51.00	305.95	Yes
6892-EZDTG	Female	0	Yes	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.65	365.40	Yes
5117-IFGPS	Male	1	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.30	2357.75	No
7379-FNIUJ	Male	0	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	100.20	198.50	No
1627-AFWVJ	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.40	554.25	No
9725-SCPZG	Male	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.85	90.85	Yes
5884-GCYMI	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.40	69.40	Yes
3217-FZDMN	Female	1	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.45	742.95	Yes
4486-EFAEB	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.40	251.65	No
0060-FUALY	Female	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.75	5597.65	No
7853-GVUDZ	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.15	20.15	Yes
7480-QNVZJ	Male	1	No	No	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.70	4816.70	Yes
6954-OOYZZ	Male	0	Yes	No	18	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.35	768.05	No
7088-FBAWU	Female	0	Yes	Yes	17	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	No	mailedCheck	74.55	1215.80	No
8313-AFGBW	Male	0	Yes	No	47	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	73.60	3522.65	No
3943-KDREE	Female	0	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.95	1834.95	Yes
9239-ZBZZV	Female	0	No	No	6	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	47.95	305.10	Yes
3097-IDVPU	Male	0	Yes	Yes	19	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	creditCard	50.10	910.45	No
4398-HSCJH	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	63.60	155.65	Yes
2197-OMWGI	Female	1	Yes	Yes	68	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	53.00	3656.25	No
2303-PJYHN	Female	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.85	52.00	No
9795-VOWON	Male	0	No	No	7	No	No phone service	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	24.35	150.85	No
1237-WIYYZ	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.55	389.25	No
1987-AUELQ	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.05	1873.70	No
7852-LECYP	Male	1	Yes	No	13	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	No	creditCard	93.80	1261.00	No
4430-UZIPO	Male	0	No	No	3	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	36.85	108.70	Yes
4822-LPTYJ	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	103.75	7346.20	No
8165-CBKXO	Male	0	Yes	Yes	66	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	56.75	3708.40	No
6527-PZFPV	Male	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.80	469.65	No
4855-SNKMY	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.10	44.10	Yes
9593-CVZKR	Female	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.45	1385.85	No
8595-SIZNC	Female	1	Yes	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.60	548.80	No
8008-HAWED	Male	0	No	No	14	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.75	712.75	Yes
7124-UGSUR	Female	1	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.40	6405.00	Yes
1862-SKORY	Female	1	Yes	No	40	No	No phone service	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	39.30	1637.40	Yes
5236-XMZJY	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	59.65	2536.55	No
4827-DPADN	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	83.30	6042.70	No
2694-CIUMO	Female	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	79.55	958.25	No
5846-ABOBJ	Male	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.45	1730.65	No
1439-LCGVL	Female	0	Yes	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.20	459.60	No
0909-SDHNU	Female	0	No	Yes	7	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.80	201.95	No
4647-XXZAM	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.50	285.20	No
1502-XFCVR	Female	0	No	No	58	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.45	6145.85	Yes
7740-KKCXF	Male	0	Yes	No	51	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	30.05	1529.45	No
5360-XGYAZ	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.65	4664.50	No
9692-TUSXH	Female	0	No	No	18	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.05	1740.70	Yes
7912-SYRQT	Female	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.10	552.95	Yes
3557-HTYWR	Female	0	No	No	47	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	74.05	3496.30	No
4816-JBHOV	Male	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.70	93.70	Yes
8920-NAVAY	Male	1	No	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	110.75	7053.35	No
1699-TLDLZ	Female	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	301.55	No
5600-PDUJF	Male	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	49.50	312.70	No
8292-TYSPY	Male	0	No	No	19	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	creditCard	55.00	1046.50	Yes
0567-XRHCU	Female	0	Yes	Yes	69	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	twoYear	Yes	creditCard	43.95	2960.10	No
1867-BDVFH	Male	0	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	834.20	Yes
2067-QYTCF	Female	0	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.15	6953.40	No
2359-QWQUL	Female	0	Yes	No	39	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.70	4134.85	Yes
9103-TCIHJ	Female	0	No	No	15	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	55.70	899.80	Yes
7407-SUJIZ	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.60	541.50	No
9150-KPBJQ	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.65	116.85	No
0052-DCKON	Male	0	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	115.80	7942.15	No
3654-ARMGP	Female	0	No	No	61	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.65	5321.25	No
9699-UBQFS	Female	1	Yes	No	43	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.50	4156.80	No
9367-TCUYN	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.10	223.60	No
1261-FWTTE	Male	1	No	No	23	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	34.65	768.45	No
3528-HFRIQ	Male	1	Yes	No	71	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	52.30	3765.05	No
0708-SJDIS	Female	0	No	No	34	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	No	mailedCheck	65.00	2157.50	No
4140-WJAWW	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.85	108.05	Yes
2073-QBVBI	Female	0	Yes	No	41	No	No phone service	DSL	No	Yes	No	Yes	No	No	oneYear	No	mailedCheck	35.45	1391.65	No
6928-ONTRW	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	1379.80	No
3320-VEOYC	Male	1	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	1273.30	No
5231-FIQPA	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.85	810.45	No
6617-WLBQC	Female	0	Yes	Yes	23	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	oneYear	No	creditCard	81.85	1810.85	No
2599-CIPQE	Male	0	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.30	7782.85	No
6653-CBBOM	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes
8774-GSBUN	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.40	1797.10	No
7326-RIGQZ	Male	0	Yes	Yes	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	377.85	No
1401-FTHFQ	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.00	445.30	No
3247-ZVOUO	Male	1	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.55	851.75	Yes
0254-FNMCI	Female	0	No	No	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.90	7624.20	No
1848-LBZHY	Female	0	Yes	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.30	355.10	No
6101-IMRMM	Male	0	No	Yes	6	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	94.50	575.45	Yes
8118-TJAFG	Male	0	Yes	Yes	9	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.50	906.85	No
5429-LWCMV	Female	0	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.15	1057.55	No
7298-IZWLY	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.40	19.40	No
9758-MFWGD	Female	1	Yes	Yes	48	No	No phone service	DSL	No	Yes	No	No	No	No	oneYear	No	bankTransfer	29.90	1388.75	No
3955-JBZZM	Male	0	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.80	1641.30	No
1268-ASBGA	Female	1	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.35	1375.15	Yes
8943-URTMR	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	79.65	152.70	Yes
4815-TUMEQ	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.30	185.20	No
4713-LZDRV	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.60	195.05	Yes
9909-IDLEK	Male	0	Yes	Yes	20	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	96.80	1826.70	No
4092-OFQZS	Male	0	Yes	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.65	417.50	No
1561-BWHIN	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.80	344.50	No
4325-NFSKC	Male	1	No	No	19	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	90.60	1660.00	Yes
9927-DSWDF	Male	0	Yes	No	22	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.60	2180.55	No
9500-LTVBP	Female	0	No	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	creditCard	80.05	2835.90	No
7252-NTGSS	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.15	45.15	No
8149-AIQCG	Male	0	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.15	2730.85	No
1360-JYXKQ	Female	1	Yes	No	54	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	99.10	5437.10	No
2955-PSXOE	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.20	20.20	Yes
7762-URZQH	Male	0	Yes	No	66	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	106.05	6981.35	Yes
0899-WZRSD	Male	0	No	No	56	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	105.35	5794.45	No
3255-GRXMG	Male	0	No	Yes	18	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.65	747.20	No
4828-FAZPK	Female	0	Yes	Yes	16	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	79.95	1267.95	No
6094-ZIVKX	Female	0	No	No	68	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	54.45	3674.95	No
6925-BAYGL	Female	1	Yes	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.10	1275.60	No
3262-EIDHV	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.70	5893.90	No
7354-OIJLX	Male	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.85	724.65	No
1376-HHBDV	Female	0	No	No	30	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.80	1536.75	No
6907-NZZIJ	Female	0	No	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.15	3615.60	Yes
6133-OZILE	Female	0	No	No	18	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	35.20	607.30	No
4135-FRWKJ	Female	1	Yes	Yes	55	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	electronicCheck	76.25	4154.55	No
2911-UREFD	Female	0	Yes	No	39	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	55.90	2184.35	Yes
3744-ZRRDZ	Male	0	No	No	21	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.35	1852.85	Yes
5673-TIYIB	Male	0	No	No	2	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	40.40	77.15	Yes
6551-ZCOTS	Male	1	No	No	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.90	847.80	No
7191-ADRGF	Male	0	Yes	No	44	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	54.30	2390.45	No
5018-LXQQG	Female	0	Yes	Yes	30	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	bankTransfer	66.30	1923.50	No
6892-BOGQE	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.90	1493.20	No
1602-IJQQE	Female	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.35	338.10	Yes
4628-WQCQQ	Male	0	No	Yes	35	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	85.15	3030.60	Yes
1746-TGTWV	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	75.35	75.35	No
5995-SNNEW	Male	1	Yes	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.45	2184.85	No
8050-WYBND	Female	0	No	Yes	22	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	49.45	1031.40	No
2821-WARNZ	Female	0	No	Yes	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.45	921.30	No
4879-GZLFH	Female	0	Yes	Yes	42	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	92.15	3875.40	No
1644-IRKSF	Female	0	Yes	Yes	33	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	93.80	3124.50	Yes
8314-HTWVE	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.85	144.15	No
9402-ROUMJ	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	100.25	6689.00	No
2507-QZPQS	Male	0	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	No	electronicCheck	95.70	1451.10	No
7159-NOKYQ	Male	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	93.15	6368.20	No
5707-ZMDJP	Male	0	Yes	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	69.70	3729.60	No
8779-YIQQA	Male	0	Yes	Yes	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.80	350.10	No
7136-IHZJA	Female	0	Yes	Yes	40	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	71.35	2847.20	No
8966-OIQHG	Female	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.75	452.35	No
7074-STDCN	Male	0	No	No	39	No	No phone service	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	40.60	1494.50	No
3705-PSNGL	Male	0	No	No	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	20.40	930.45	Yes
8739-QOTTN	Female	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	41.85	No
1399-OUPJN	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.75	1272.05	No
0277-BKSQP	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.40	475.10	No
6502-HCJTI	Male	1	Yes	No	7	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.70	673.10	Yes
2606-RMDHZ	Male	0	No	No	6	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	30.50	208.70	Yes
5774-XZTQC	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.45	150.75	No
2676-SSLTO	Male	0	No	No	49	Yes	Yes	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	bankTransfer	66.15	3199.00	No
6266-QHOJZ	Female	0	No	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	89.85	5844.65	No
7269-JISCY	Female	0	No	No	55	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	bankTransfer	45.05	2462.60	No
0363-SVHYR	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.85	6263.80	No
8547-NSBBO	Male	0	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	96.75	3403.40	No
8258-GSTJK	Male	1	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	77.00	237.75	Yes
6861-OKBCE	Female	0	No	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.10	221.35	Yes
9940-RHLFB	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.30	75.30	Yes
6591-QGOYB	Male	0	No	No	17	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	106.65	1672.10	No
9070-BCKQP	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.15	7881.20	No
6421-SZVEM	Female	0	Yes	Yes	28	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	oneYear	Yes	bankTransfer	82.85	2320.80	No
1328-EUZHC	Female	0	Yes	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	370.50	No
2995-UPRYS	Female	1	Yes	No	40	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	99.20	4062.20	Yes
8878-RYUKI	Female	0	No	No	52	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	59.45	3043.70	No
9633-DENPU	Female	0	Yes	No	47	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	58.60	2723.40	No
7811-JIVPF	Female	0	No	No	23	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	49.70	1081.25	No
7113-HIPFI	Male	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	65.85	4097.05	No
8541-QVFKM	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.50	632.20	No
6686-YPGHK	Male	1	No	No	47	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	85.50	4042.30	Yes
1383-EZRWL	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	164.85	Yes
9258-CNWAC	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	113.65	8166.80	No
5371-VYLSX	Female	1	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	83.40	4113.70	No
6374-AFWOX	Male	0	Yes	No	46	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	65.65	3047.15	No
4759-TRPLW	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	70.40	Yes
5317-FLPJF	Female	0	No	No	66	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	61.35	4193.40	No
7621-VPNET	Female	0	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	creditCard	85.90	3729.75	No
6034-YMTOB	Female	0	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	75.65	399.45	No
8563-IIOXK	Male	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	49.75	331.30	Yes
4903-CNOZC	Male	0	No	No	29	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	No	creditCard	70.90	1964.60	No
4353-HYOJD	Female	0	Yes	Yes	27	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.85	1336.15	No
8020-BWHYL	Female	1	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	75.30	1147.45	Yes
7267-FRMJW	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.10	486.05	No
2982-VPSGI	Female	0	Yes	No	11	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	1078.90	Yes
4188-FRABG	Male	0	Yes	No	57	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	103.05	5925.75	No
8199-ZLLSA	Male	0	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	118.35	7804.15	Yes
4128-ETESU	Female	1	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.70	4747.20	No
0620-DLSLK	Female	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	81.90	1028.90	No
4625-EWPTF	Male	0	No	No	8	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	30.45	226.45	Yes
5980-NOPLP	Female	0	Yes	No	44	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.10	4364.10	Yes
3850-OKINF	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	electronicCheck	66.20	4692.55	No
6892-XPFPU	Male	1	Yes	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.25	2433.90	Yes
8010-EZLOU	Male	1	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.20	1217.25	Yes
1156-ZFYDO	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.75	19.75	No
3295-YVUSR	Male	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	72.60	154.30	No
8016-NCFVO	Male	1	No	No	55	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	116.50	6382.55	No
4119-ZYPZY	Male	1	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.80	7623.20	No
5549-ZGHFB	Male	0	Yes	Yes	50	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.95	1261.45	No
7577-SWIFR	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.25	89.25	No
0303-WMMRN	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.25	86.05	No
6408-OTUBZ	Female	0	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	104.55	6779.05	No
5204-HMGYF	Female	0	Yes	Yes	49	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	87.20	4345.00	No
1078-TDCRN	Female	1	Yes	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.75	82.85	No
3727-OVPRY	Male	0	Yes	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	25.70	1714.55	No
3797-FKOGQ	Male	0	No	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.20	893.20	No
7622-NXQZR	Male	0	No	No	28	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	30.10	810.85	No
6196-HBOBZ	Male	0	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	electronicCheck	99.35	6347.55	No
3970-XGJDU	Female	0	No	No	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.20	1123.65	No
7017-VFULY	Female	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.10	43.15	No
5562-YJQGT	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.35	35.10	No
8807-OPMBM	Female	0	Yes	Yes	55	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.65	1388.00	No
5439-WIKXB	Male	1	Yes	No	41	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.55	3851.45	No
9874-QLCLH	Female	0	Yes	Yes	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.20	1743.50	Yes
8294-UIMBA	Female	0	No	No	30	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	94.40	2638.10	No
8109-YUOHE	Male	0	No	No	17	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	56.10	946.95	No
5840-NVDCG	Female	0	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	68.25	1114.85	No
8092-NLTGF	Male	0	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.75	1777.60	No
5928-QLDHB	Male	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.25	684.85	No
9840-EFJQB	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.35	74.35	No
0696-UKTOX	Male	0	No	Yes	23	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	54.15	1312.45	No
4801-KFYKL	Male	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.45	159.20	No
3472-OAOOR	Male	0	Yes	Yes	19	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	34.95	610.20	No
6135-OZQVA	Female	0	No	No	7	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	53.65	404.35	No
8062-YBDOE	Male	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes
2252-JHJGE	Male	0	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	104.00	6363.45	No
4188-PCPIG	Female	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	70.35	4124.65	No
6000-APYLU	Male	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.80	713.10	Yes
7105-BENQF	Male	0	No	Yes	15	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	mailedCheck	64.85	950.75	No
7721-DVEKZ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	19.65	No
3566-VVORZ	Female	0	Yes	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.90	505.95	No
9507-HSMMZ	Male	0	No	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	1149.65	No
2480-SQIOB	Male	0	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.80	169.65	No
0947-IDHRQ	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.30	526.70	Yes
7813-TKCVO	Female	0	Yes	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.35	393.15	No
0128-MKWSG	Female	0	No	Yes	26	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	MtM	No	mailedCheck	45.80	1147.00	No
3672-YITQD	Male	1	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.10	3021.60	Yes
4350-ZTLPI	Female	0	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.95	5718.20	No
9048-JVYVF	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	69.35	191.35	Yes
0361-HJRDX	Female	0	No	No	68	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	64.35	4539.60	No
5727-MYATE	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.80	6397.60	No
3823-KYNQY	Male	0	No	No	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.95	280.40	No
8988-ECPJR	Female	1	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	79.60	2718.30	Yes
7570-WELNY	Female	0	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	84.70	5711.05	No
3021-VLNRJ	Female	0	No	Yes	50	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.80	3478.15	No
3776-EKTKM	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	36.45	36.45	Yes
2080-CAZNM	Female	1	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	4133.95	No
1028-FFNJK	Male	1	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.50	2917.65	No
6907-FLBER	Male	0	No	No	1	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.30	54.30	No
3001-UNBTL	Male	1	Yes	Yes	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.95	2964.80	No
5982-PSMKW	Female	0	Yes	Yes	23	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	91.10	2198.30	No
3507-GASNP	Male	0	No	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.95	1189.90	No
7096-ZNBZI	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	26.45	1914.50	No
1902-XBTFB	Male	0	No	Yes	22	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.40	2001.50	Yes
1676-MQAOA	Male	0	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.10	5336.35	No
0786-IVLAW	Female	1	No	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	108.10	7238.60	No
7566-DSRLQ	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.15	7998.80	No
0643-OKLRP	Female	1	Yes	No	47	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	80.35	3825.85	Yes
7245-JMTTQ	Female	0	No	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.50	5703.25	No
6050-IJRHS	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.50	7397.00	No
6202-JVYEU	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	19.90	164.60	No
8591-TKMZH	Male	0	Yes	Yes	59	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	111.10	6555.20	No
0734-OXWBT	Male	0	No	Yes	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	mailedCheck	70.70	225.65	No
4282-ACRXS	Male	1	Yes	No	38	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.85	955.75	No
0365-TRTPY	Female	0	No	No	37	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	91.20	3382.30	No
7349-ALMUX	Male	0	No	No	37	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	65.60	2313.80	No
9381-NDKME	Female	1	Yes	No	24	No	No phone service	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	40.65	933.30	Yes
6502-KUGLL	Female	0	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	59.45	780.85	No
1841-YSJGV	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	109.95	7852.40	No
2794-XIMMO	Male	0	Yes	No	53	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	60.45	3184.25	Yes
8382-SHQEH	Female	0	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	764.95	Yes
3511-BFTJW	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	creditCard	38.50	2763.00	No
7668-XCFYV	Female	1	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.55	1614.70	No
2983-ZANRP	Female	0	Yes	Yes	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	73.55	145.40	Yes
7845-URHJN	Female	0	Yes	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.15	156.25	Yes
3034-ZBEQN	Female	0	Yes	No	48	No	No phone service	DSL	No	Yes	Yes	No	No	No	oneYear	No	mailedCheck	34.70	1604.50	Yes
5018-HEKFO	Female	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	24.50	270.15	No
2923-ARZLG	Male	0	Yes	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.70	NA	No
3976-NLDEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.60	20.60	No
2282-YGNOR	Female	0	No	No	29	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	58.00	1734.50	No
5336-UFNZP	Female	1	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.45	7047.50	No
6854-EXGSF	Female	0	No	No	8	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	65.50	573.15	No
1241-EZFMJ	Male	0	Yes	No	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.45	1538.60	No
9233-PSYHO	Female	1	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.15	4459.80	No
5376-PCKNB	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.45	7459.00	No
8044-BGWPI	Male	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	21.15	306.05	No
4060-LDNLU	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	96.20	639.70	No
3589-PPVKW	Male	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.40	348.15	No
8327-LZKAS	Female	1	Yes	No	43	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.55	4533.90	Yes
5887-IKKYO	Male	0	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	94.35	5563.65	No
1075-BGWOH	Male	1	Yes	No	16	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.75	1587.55	Yes
1755-RMCXH	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.30	40.25	No
0302-JOIVN	Female	0	Yes	No	8	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.15	842.90	Yes
3858-XHYJO	Female	0	Yes	No	40	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	105.75	4228.55	No
4299-SIMNS	Male	0	No	No	9	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	81.15	784.45	No
7025-IWFHT	Male	0	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	89.55	3729.75	No
6261-LHRTG	Female	0	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	54.75	1406.90	No
7841-FCRQD	Female	0	Yes	No	33	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	53.75	1857.30	No
2056-EVGZL	Male	0	Yes	Yes	68	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	105.75	7322.50	No
8777-MBMTS	Female	1	Yes	No	65	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	105.85	6725.50	No
7753-USQYQ	Male	0	No	No	55	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	electronicCheck	64.20	3627.30	No
5366-IJEQJ	Male	0	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.70	1761.45	Yes
7661-CPURM	Male	0	No	No	19	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	creditCard	87.70	1725.95	No
6233-HXJMX	Female	0	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	89.30	4192.15	No
5902-WBLSE	Female	0	Yes	Yes	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.15	1411.20	No
1981-INRFU	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.75	164.50	Yes
4971-PUYQO	Female	0	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	94.55	2724.60	Yes
3239-TPHPZ	Female	0	Yes	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	electronicCheck	20.05	264.55	No
5115-GZDEL	Male	0	No	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	67.20	4671.70	No
3338-CVVEH	Male	0	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.55	1173.55	No
8485-GJCDN	Female	1	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.05	318.50	Yes
2615-YVMYX	Male	1	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	107.50	7713.55	No
2851-STERV	Male	1	No	No	35	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	73.00	2471.25	No
4393-GEADV	Male	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.75	7842.30	No
8486-AYEQH	Female	0	No	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	2227.80	No
1527-SXDPN	Male	0	Yes	Yes	52	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	96.25	4990.25	Yes
6029-WTIPC	Male	1	No	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.10	3744.05	Yes
8634-CILSZ	Male	0	No	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.70	7220.35	Yes
5419-JKZNQ	Male	1	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	77.90	2351.45	No
2495-KZNFB	Female	0	No	No	33	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	90.65	2989.60	No
1409-PHXTF	Male	1	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.45	6077.75	No
4560-WQAQW	Female	0	No	No	59	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	bankTransfer	68.70	4070.95	No
9591-YVTEB	Male	1	No	No	55	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	44.85	2479.05	No
9309-BZGNT	Male	1	Yes	No	69	No	No phone service	DSL	No	No	Yes	No	No	No	oneYear	Yes	creditCard	29.80	2134.30	No
4274-DRSQT	Female	0	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	88.90	6000.10	No
2027-DNKIV	Male	0	Yes	Yes	37	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	58.75	2203.10	No
8075-GXIUB	Male	1	Yes	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.85	183.15	No
2885-HIJDH	Male	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.90	6194.10	No
5424-RLQLC	Male	0	No	No	10	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	59.65	638.95	No
6682-QJDGB	Male	0	No	Yes	40	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	55.25	2139.20	Yes
6507-DTJZV	Male	0	No	Yes	13	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	No	creditCard	66.40	831.75	No
8780-IXSTS	Female	0	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.10	521.30	Yes
7673-BQGKU	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.15	1337.50	No
6723-WSNTY	Female	1	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	108.10	7181.95	No
9530-EHPOH	Male	0	No	No	11	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	53.75	608.00	Yes
2725-IWWBA	Male	0	Yes	Yes	46	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	mailedCheck	56.90	2560.10	No
0345-HKJVM	Female	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.30	577.60	Yes
1061-PNTHC	Female	0	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	109.60	5953.00	No
0394-YONDK	Male	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.15	1790.15	No
6574-MCOEH	Female	0	Yes	Yes	33	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	79.15	2531.40	No
7399-QHBJS	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	66.75	4760.30	No
3049-SOLAY	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.20	292.85	Yes
0997-YTLNY	Female	0	No	Yes	19	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	48.80	953.65	No
3317-HRTNN	Female	1	No	No	5	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	45.70	198.00	Yes
9479-HYNYL	Female	0	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	80.70	5705.05	No
3235-ETOOB	Male	0	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	609.90	Yes
9708-KFDBY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.55	20.55	No
8058-INTPH	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.65	79.65	Yes
3642-GKTCT	Female	0	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	115.10	6993.65	No
0774-RMNUW	Female	0	Yes	Yes	71	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	59.70	4122.65	No
1334-PDUKM	Female	0	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	creditCard	86.45	5762.95	No
0756-MPZRL	Male	0	No	No	46	No	No phone service	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	33.70	1537.85	No
2242-MFOTG	Male	0	No	No	33	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	oneYear	No	bankTransfer	80.10	2603.30	No
2927-CVULT	Female	0	Yes	Yes	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	104.05	5566.40	No
2144-BFDSO	Female	1	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	bankTransfer	108.75	5431.90	No
8745-PVESG	Female	0	No	No	57	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	41.10	2258.25	No
7647-GYYKX	Female	0	Yes	Yes	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.35	1092.35	No
5647-FXOTP	Female	1	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	6401.25	No
5569-OUICF	Female	1	Yes	No	28	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	101.30	2812.20	Yes
8821-XNHVZ	Female	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.05	80.05	Yes
2082-OJVTK	Male	0	Yes	Yes	29	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.20	2698.35	Yes
9700-ISPUP	Female	0	Yes	Yes	10	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	65.50	616.90	No
9839-ETQOE	Male	0	No	Yes	43	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	40.45	1912.85	No
6078-VESFR	Male	1	Yes	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.45	849.10	No
9027-TMATR	Female	0	Yes	No	43	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	78.80	3460.30	No
5940-NFXKV	Male	0	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.65	1465.75	Yes
1941-HOSAM	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.10	90.10	No
9110-HSGTV	Female	0	No	No	69	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.45	5555.30	No
0704-VCUMB	Female	0	Yes	No	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.25	1278.80	No
6171-ZTVYB	Male	0	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	66.25	2907.35	No
8053-WWDRO	Female	0	Yes	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.50	146.30	Yes
9564-KCLHR	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	51.25	51.25	Yes
1935-IMVBB	Male	0	Yes	No	56	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	89.70	4952.95	No
2535-PBCGC	Female	0	Yes	No	70	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	64.55	4504.90	No
2082-CEFLT	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.60	45.60	Yes
1470-PSXNM	Male	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	93.65	4520.15	No
1213-NGCUN	Female	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	49.65	267.35	Yes
2498-XLDZR	Female	0	Yes	Yes	32	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	mailedCheck	73.60	2316.85	No
9866-OCCKE	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	109.75	8075.35	No
5338-YHWYT	Male	0	No	Yes	37	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	61.45	2302.35	No
7718-UPSKJ	Female	0	Yes	No	69	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.40	7251.90	No
8731-WBBMB	Female	0	Yes	No	26	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	81.90	2078.55	No
1448-CYWKC	Female	0	Yes	Yes	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.20	6225.40	No
7901-IIDQV	Male	0	No	No	24	Yes	Yes	DSL	No	No	No	Yes	No	No	oneYear	No	bankTransfer	54.60	1242.25	No
2690-DVRVK	Male	0	Yes	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	20.55	99.45	No
5688-KZTSN	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.00	288.05	Yes
1270-XKUCC	Female	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	599.25	No
0334-ZFJSR	Female	0	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	66.05	3462.10	No
2894-QOJRX	Female	0	Yes	No	25	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	34.00	853.00	Yes
5747-PMBSQ	Male	1	Yes	No	10	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	92.50	934.10	Yes
5583-EJXRD	Male	0	Yes	Yes	44	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	54.05	2375.20	No
4565-EVZMJ	Female	0	No	No	47	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	58.90	2813.05	No
3143-JQEGI	Female	0	Yes	Yes	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	88.35	1222.80	Yes
6386-SZZKH	Female	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.95	5293.20	Yes
3327-YBAKM	Female	0	Yes	No	64	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	96.90	6314.35	No
9441-QHEVC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.10	19.10	No
6705-LNMDD	Male	0	No	No	20	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.00	1003.05	No
2580-ASVVY	Female	0	Yes	No	37	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	electronicCheck	45.40	1593.10	No
3370-GQEAL	Male	0	Yes	Yes	30	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	85.45	2509.95	No
5032-USPKF	Female	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	84.10	3187.65	No
2982-IHMFT	Female	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.45	74.45	Yes
3521-SYVOR	Female	0	No	No	37	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	64.75	2345.20	Yes
4254-QPEDE	Female	0	Yes	No	52	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	66.25	3330.10	No
6283-GITPX	Male	0	No	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	76.90	5522.70	No
9526-JAWYF	Male	0	No	No	26	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	89.80	2335.30	Yes
0771-CHWSK	Male	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	74.60	4798.40	No
9788-HNGUT	Male	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.95	8594.40	No
9495-REDIY	Male	0	No	Yes	25	No	No phone service	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	40.65	970.55	No
5375-XLDOF	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.35	7665.80	No
1172-VIYBP	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	twoYear	No	bankTransfer	69.70	3686.05	No
5649-VUKMC	Female	0	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	mailedCheck	95.50	1115.15	Yes
6559-PDZLR	Male	0	No	No	26	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.65	2537.00	No
8992-OBVDG	Male	0	No	No	21	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	61.65	1393.60	No
4273-MBHYA	Female	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.35	89.35	No
4724-WXVWF	Male	0	No	No	48	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	95.40	4445.30	No
5701-GUXDC	Female	0	Yes	No	26	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	35.40	978.60	No
1460-UZPRJ	Male	0	Yes	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.95	1258.15	No
6082-GLJIX	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.25	331.35	No
5143-EGQFK	Female	1	No	No	10	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.65	291.40	Yes
4919-IKATY	Male	0	Yes	Yes	5	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	84.50	453.75	Yes
2495-TTHBQ	Female	0	No	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.40	84.75	No
0485-ZBSLN	Male	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.75	1715.10	No
3810-PJUHR	Male	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.35	1715.15	No
9050-QLROH	Male	0	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.70	1597.25	Yes
0847-HGRML	Male	0	No	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.00	1250.10	No
8232-CTLKO	Female	0	Yes	Yes	66	Yes	No	DSL	Yes	No	No	No	Yes	No	twoYear	Yes	electronicCheck	59.75	3996.80	No
9227-YBAXE	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	82.50	5215.10	No
6168-WFVVF	Female	1	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	235.50	Yes
9860-LISIZ	Female	0	No	No	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	673.20	No
0112-QAWRZ	Male	0	Yes	Yes	16	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	90.80	1442.20	No
0877-SDMBN	Female	0	No	No	54	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.95	5639.05	Yes
2786-GCDPI	Female	1	No	No	50	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.95	5222.35	No
4043-MKDTV	Male	0	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.25	7291.75	No
8065-YKXKD	Female	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.75	799.65	Yes
9637-EIHEQ	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	50.80	50.80	Yes
9229-RQABD	Male	0	No	No	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	23.75	424.50	No
8313-KTIHG	Male	0	No	No	4	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	61.30	249.40	No
5320-BRKGK	Female	0	Yes	Yes	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	75.80	4415.75	No
6284-KMNUF	Female	0	Yes	No	56	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.00	5270.60	No
9689-PTNPG	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.25	144.55	Yes
9465-RWMXL	Male	0	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.90	2447.95	Yes
6229-UOLQL	Male	0	Yes	Yes	56	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	mailedCheck	52.00	2884.90	No
2362-IBOOY	Male	0	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.75	3050.15	Yes
3137-LUPIX	Female	0	No	No	4	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	64.40	253.00	No
0843-WTBXE	Male	0	No	No	53	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	85.45	4517.25	Yes
6143-JQKEA	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.80	436.20	No
8676-OOQEJ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	30.50	118.40	No
5515-IDEJJ	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	19.90	Yes
9701-CDXHR	Female	0	Yes	No	51	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.15	3649.60	No
7450-NWRTR	Male	1	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.45	1200.15	Yes
8124-NZVGJ	Female	0	No	No	6	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	49.25	255.60	No
2162-FRZAA	Male	0	Yes	Yes	63	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	39.35	2395.05	No
5376-DEQCP	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.60	70.60	Yes
5118-MUEYH	Female	0	Yes	No	48	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	105.10	5083.55	No
9095-HFAFX	Female	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	81.00	389.60	Yes
5627-TVBPP	Female	0	No	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	creditCard	20.10	644.50	No
2379-ENZGV	Male	0	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	84.85	523.50	Yes
3936-QQFLL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.75	39.30	No
2589-AYCRP	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.75	989.05	No
4067-HLYQI	Female	0	No	No	33	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.40	2406.10	No
5124-EOGYE	Male	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.45	638.55	No
5057-RKGLH	Female	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.35	191.10	No
0292-WEGCH	Female	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	86.20	4524.05	No
8910-ICHIU	Female	0	No	No	46	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	95.65	4664.20	No
4097-YODCF	Male	0	No	Yes	34	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	103.80	3470.80	No
9715-WZCLW	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	electronicCheck	97.20	6910.30	No
9786-YWNHU	Female	0	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	63.55	4014.20	No
6407-GSJNL	Female	0	No	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.95	1288.00	No
6005-OBZPH	Female	1	No	No	26	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.15	2277.65	Yes
4049-ZPALD	Female	0	Yes	No	64	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	99.00	6375.80	No
7932-WPTDS	Female	1	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.80	24.80	Yes
3733-UOCWF	Male	1	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	85.55	5251.75	No
6833-JMZYP	Female	0	No	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.00	1505.45	No
2722-VOJQL	Male	0	No	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.65	6903.10	Yes
1310-QRITU	Female	0	No	No	18	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.30	913.30	No
8961-QDZZJ	Female	0	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	95.00	5535.80	No
9715-SBVSU	Male	0	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	No	No	Yes	twoYear	Yes	bankTransfer	61.40	815.55	No
8490-BXHEO	Male	1	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.55	1411.65	No
7173-TETGO	Female	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	78.50	5602.25	No
7929-SKFGK	Male	0	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.30	8244.30	No
2300-RQGOI	Female	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.05	741.50	No
3563-SVYLG	Male	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	62.65	4375.80	No
5228-EXCET	Male	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.85	1008.70	Yes
6435-VWCCY	Male	1	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	92.70	5968.40	No
4998-IKFSE	Female	0	No	No	30	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.45	3096.90	No
8630-QSGXK	Male	0	Yes	No	51	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	75.20	3901.25	No
2455-USLMV	Female	0	No	No	31	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.75	2613.40	No
7394-FKDNK	Female	0	Yes	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.45	853.10	Yes
9488-FVZCC	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	79.50	5661.70	No
6331-LWDTQ	Male	0	No	No	10	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	72.15	794.25	Yes
5995-WWKKG	Female	0	No	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	19.80	695.05	No
1597-FZREH	Female	0	No	No	2	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	76.40	160.80	Yes
7879-CGSFV	Male	0	No	No	55	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	100.90	5552.05	No
9921-EZKBY	Male	0	No	Yes	33	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.30	3275.15	No
7432-FFVAR	Female	0	Yes	Yes	46	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	oneYear	No	bankTransfer	90.95	4236.60	No
7246-ZGQDF	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.50	54.50	No
7000-WCEVQ	Female	1	No	No	20	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	61.60	1174.35	Yes
0727-IWKVK	Male	0	Yes	No	9	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.90	741.70	Yes
5959-BELXA	Male	1	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	96.15	3019.25	Yes
4456-RHSNB	Female	0	Yes	Yes	19	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	49.60	962.90	No
3512-IZIKN	Female	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	65.30	4759.75	Yes
2481-SBOYW	Female	0	No	Yes	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.00	1498.35	No
7109-MFBYV	Male	0	No	No	26	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.45	1233.15	No
1833-TCXKK	Male	0	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	107.75	4882.80	No
1832-PEUTS	Male	0	Yes	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	creditCard	89.10	5411.65	No
6141-OOXUQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	19.65	Yes
8660-BUETV	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.75	148.05	No
0580-PIQHM	Female	0	Yes	Yes	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	101.60	3930.55	No
5696-CEIQJ	Male	0	Yes	Yes	67	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	103.15	6895.50	No
7503-ZGUZJ	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.65	84.65	Yes
1696-HXOWK	Female	0	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	mailedCheck	95.65	6856.95	No
3026-ATZYV	Female	0	Yes	Yes	37	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	75.10	2658.80	No
4012-YCFAI	Male	0	Yes	No	60	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	61.35	3766.20	No
2506-TNFCO	Female	1	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	69.55	Yes
9970-QBCDA	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.70	129.55	No
8718-PTMEZ	Female	0	No	No	13	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	31.05	347.25	Yes
9496-IVVRP	Female	0	Yes	Yes	11	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	51.00	581.70	No
2207-OBZNX	Male	0	No	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	51.00	354.05	Yes
2657-VPXTA	Female	0	Yes	Yes	10	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.85	929.45	No
6551-VLJMV	Male	0	Yes	No	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	679.00	No
1221-GHZEP	Female	0	No	No	62	Yes	No	DSL	Yes	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	65.10	3846.75	No
9289-LBQVU	Male	0	Yes	No	64	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	70.15	4480.70	No
6142-VSJQO	Female	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.35	44.35	Yes
3458-IDMFK	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.75	499.40	No
6933-FHBZC	Female	0	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	56.05	1553.20	No
0221-NAUXK	Male	0	No	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.95	219.50	No
9770-KXGQU	Female	0	No	No	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	98.60	5311.85	No
6437-UKHMV	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.70	586.05	Yes
6538-POCHL	Male	0	No	No	33	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	79.00	2576.80	No
6726-NNFWD	Female	1	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	No	creditCard	89.45	6435.25	No
3002-WQZWT	Female	0	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.20	1993.25	No
4277-UDIEF	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	81.00	1923.85	No
1208-NBVFH	Male	0	Yes	Yes	20	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.60	939.80	No
4912-PIGUY	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.60	84.60	No
1114-CENIM	Male	0	No	Yes	54	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	55.00	3092.65	Yes
6060-DRTNL	Female	1	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	84.85	415.55	Yes
2725-TTRIQ	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.20	5986.55	No
3374-TTZTK	Male	0	Yes	No	52	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.30	5487.00	No
8990-ZXLSU	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.05	651.50	No
2275-RBYQS	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.40	45.40	No
8473-VUVJN	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.65	73.65	Yes
6289-CPNLD	Male	0	Yes	Yes	33	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	73.90	2405.05	Yes
5536-SLHPM	Female	0	Yes	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	77.75	4458.15	Yes
4419-UJMUS	Male	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	99.35	6856.45	No
7794-JASDG	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.75	50.75	No
7609-YBPXG	Male	0	No	No	54	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	87.10	4735.20	No
5519-TEEUH	Male	0	No	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.15	682.15	No
7856-GANIL	Male	1	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	98.70	4525.80	No
0804-XBFBV	Female	0	No	Yes	11	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.20	321.05	No
2676-OXPPQ	Male	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	55.70	335.65	No
3703-TTEPD	Male	0	No	No	21	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	65.35	1424.40	No
2799-TSLAG	Female	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.30	1748.55	No
0196-VULGZ	Female	1	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.35	474.90	Yes
8837-VVWLQ	Female	0	No	No	8	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	84.95	668.40	Yes
2696-NARTR	Male	0	No	No	11	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	73.85	926.25	Yes
2208-NKVVH	Male	0	Yes	Yes	43	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.25	1077.95	No
7614-QVWQL	Male	0	Yes	Yes	49	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	51.80	2541.25	Yes
1976-CFOCS	Female	1	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.00	46.00	Yes
4631-OACRM	Male	1	No	No	15	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.40	1156.10	Yes
7139-JZFVG	Male	0	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	60.50	3694.45	No
4987-GQWPO	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.10	382.80	No
3755-JBMNH	Male	1	Yes	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	71.80	1167.80	Yes
1757-TCATG	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.05	746.75	No
6345-ULYRW	Male	1	Yes	No	44	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	No	mailedCheck	88.40	3912.90	Yes
4776-XSKYQ	Female	0	Yes	Yes	12	No	No phone service	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	30.25	368.85	No
8048-DSDFQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	20.20	No
5753-QQWPW	Female	0	No	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	59.90	1654.70	No
6010-DDPPW	Male	0	Yes	No	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.15	1940.85	No
1809-DMJHQ	Female	0	No	Yes	5	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.00	221.70	Yes
6693-FRIRW	Male	0	No	No	18	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	101.30	1794.65	No
6586-MYGKD	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	76.95	5289.80	No
3173-NVMPX	Female	0	Yes	Yes	9	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	55.30	501.20	No
0248-PGHBZ	Female	1	No	No	67	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	bankTransfer	92.45	6140.85	No
0623-GDISB	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	48.45	48.45	No
2892-GESUL	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.35	309.25	No
6923-EFPNL	Male	0	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	creditCard	51.75	201.10	Yes
7472-EQOAV	Male	1	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	86.70	6179.35	No
9574-RKJIF	Male	0	Yes	Yes	30	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.40	2838.70	Yes
2043-WVTQJ	Male	0	Yes	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	55.70	55.70	No
8034-RYTVV	Female	0	No	No	55	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	84.25	4589.85	No
3863-QSTYI	Male	0	No	No	59	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	64.65	3735.45	No
2619-WFQWU	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	70.15	Yes
5044-LRQAQ	Female	0	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.20	477.55	No
1716-LSAMB	Male	0	Yes	Yes	45	Yes	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	54.65	2553.70	No
1333-PBMXB	Female	0	Yes	Yes	54	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.75	1342.15	No
6546-OPBBH	Male	0	Yes	Yes	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	23.95	1216.35	No
5985-BEHZK	Female	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	105.00	7578.05	No
9127-QRZMH	Male	0	Yes	No	44	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	59.85	2603.95	No
5919-VCZYM	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	42.70	No
9644-KVCNC	Female	0	No	No	66	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	92.15	6056.90	No
2137-DQMEV	Male	0	Yes	Yes	68	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	mailedCheck	44.80	2983.65	No
8174-LNWMW	Female	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.90	689.35	No
9279-CJEOJ	Female	1	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.40	2025.10	No
7964-VEXDG	Male	0	No	Yes	21	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	80.35	1747.20	No
2404-JIBFC	Female	0	Yes	Yes	55	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.10	4657.95	No
0778-NELLA	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	34.70	296.10	Yes
8029-XYPWT	Male	1	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.05	8016.60	No
4614-NUVZD	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.10	81.10	Yes
4632-PAOYU	Male	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.95	433.50	No
3803-KMQFW	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.55	20.55	Yes
6804-GDMOI	Female	0	No	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.60	6428.40	Yes
2990-OGYTD	Female	0	Yes	No	67	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.15	5883.85	No
6646-JPPHA	Female	1	No	No	14	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	78.85	1043.80	No
9572-MTILT	Male	0	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	106.75	6252.90	Yes
7658-UYUQS	Male	1	Yes	No	21	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	bankTransfer	86.55	1857.25	No
7880-XSOJX	Male	0	No	No	4	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	42.40	146.40	No
9611-CTWIH	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.45	240.45	Yes
4589-IUAJB	Male	0	Yes	No	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.25	1724.15	No
0329-GTIAJ	Female	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	97.90	315.30	Yes
8746-BFOAJ	Male	1	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.50	429.55	No
8457-XIGKN	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.60	356.15	No
6072-NUQCB	Male	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.25	488.25	No
6629-CZTTH	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	55.70	55.70	Yes
8838-GPHZP	Female	0	No	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.60	1298.70	No
8750-QWZAJ	Female	0	Yes	Yes	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.80	1378.75	No
5364-EVNIB	Male	0	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.80	973.45	Yes
6918-UMQCG	Female	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	80.20	384.25	No
0675-NCDYU	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.40	8543.25	No
6339-DKLMK	Female	0	No	No	13	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	31.65	389.95	No
1346-PJWTK	Male	0	Yes	No	61	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	94.15	5731.85	No
5088-QZLRL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.65	20.65	No
8023-QHAIO	Female	1	Yes	No	56	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	76.85	4275.75	No
4397-FRLTA	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.15	84.50	No
3057-VJJQE	Male	0	No	No	35	Yes	Yes	DSL	Yes	No	No	No	No	No	twoYear	No	mailedCheck	55.25	1924.10	No
5087-SUURX	Female	0	Yes	No	18	No	No phone service	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.05	669.85	Yes
2302-OUZXB	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	82.15	5784.30	No
8133-ANHHJ	Female	1	No	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	103.00	5166.20	No
2270-CHBFN	Female	0	Yes	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	95.10	4060.55	No
0013-EXCHZ	Female	1	Yes	No	3	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	83.90	267.40	Yes
5982-FPVQN	Female	0	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.15	3532.85	No
9107-UKCKY	Male	0	Yes	No	61	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	79.80	4914.80	No
4654-ULTTN	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	creditCard	74.80	5315.80	No
5550-VFRLC	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	69.85	Yes
5546-BYZSM	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.45	775.60	No
1492-KGETH	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	78.35	5445.95	No
4929-BSTRX	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	53.55	53.55	Yes
4163-HFTUK	Male	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	19.10	1007.80	No
8215-NGSPE	Female	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	833.55	No
2225-ZRGSG	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	93.90	6579.05	Yes
8859-YSTWS	Male	0	No	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.95	1004.50	No
5271-YNWVR	Male	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.15	7856.00	Yes
7601-DHFWZ	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.00	1183.05	No
2657-ALMWY	Female	1	Yes	No	26	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	84.95	2169.75	Yes
6330-JKLPC	Male	0	Yes	No	11	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.50	896.90	Yes
4667-OHGKG	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.30	19.30	Yes
1998-VHJHK	Female	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.15	501.35	No
1707-HABPF	Female	1	No	No	46	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	91.30	4126.35	No
1660-HSOOQ	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.65	49.65	Yes
7253-UVNDW	Female	0	No	No	46	Yes	No	DSL	No	No	Yes	Yes	No	No	twoYear	No	creditCard	54.35	2460.15	Yes
0487-VVUVK	Male	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.15	477.60	No
7228-OMTPN	Male	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.45	370.65	Yes
5063-IUOKK	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	265.75	No
4508-OEBEY	Male	0	Yes	No	31	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	75.50	2424.45	No
0027-KWYKW	Female	0	Yes	Yes	23	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.75	1849.95	No
2308-STERM	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.40	61.05	No
5982-XMDEX	Female	0	No	No	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	26.50	1698.55	No
6284-AHOOQ	Male	1	No	No	22	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	bankTransfer	90.50	1910.60	Yes
6051-PTVNS	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.15	998.10	No
2344-JMOGN	Male	0	Yes	No	9	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	94.85	890.60	Yes
3799-ISUZQ	Male	0	Yes	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.95	529.50	Yes
2877-VDUER	Female	0	Yes	Yes	35	No	No phone service	DSL	No	No	No	Yes	Yes	No	oneYear	No	mailedCheck	40.90	1383.60	No
9152-AMKAK	Male	0	No	No	6	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	80.25	493.40	No
1794-HBQTJ	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	48.60	48.60	Yes
9432-VOFYX	Male	0	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.80	1207.00	No
8049-WJCLQ	Male	0	Yes	Yes	10	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	mailedCheck	60.20	563.50	No
6586-PSJOX	Male	0	No	Yes	15	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	55.20	864.55	No
2460-FPSYH	Female	1	No	No	40	No	No phone service	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	55.80	2109.35	Yes
9705-ZJBCG	Female	0	Yes	Yes	13	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	54.15	701.05	No
4818-DRBQT	Male	0	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.15	2265.25	Yes
1320-HTRDR	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	220.60	Yes
6847-KJLTS	Female	1	Yes	No	58	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	100.40	5749.80	No
9670-BPNXF	Female	0	No	No	45	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	62.55	2796.45	No
3913-FCUUW	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	70.45	5165.70	No
3301-VKTGC	Male	0	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	bankTransfer	85.50	5696.60	No
1493-AMTIE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.20	20.20	Yes
9555-SAHUZ	Female	0	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	54.50	2076.05	No
0816-TSPHQ	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.75	44.20	No
9932-WBWIK	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	215.25	No
4619-EVPHY	Female	1	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	91.00	1859.50	No
5286-YHCVC	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.80	7470.10	No
6424-ELEYH	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.75	229.50	Yes
4391-RESHN	Male	0	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	104.05	2470.10	Yes
9115-YQHGA	Male	0	No	No	40	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	51.10	2092.90	No
4462-CYWMH	Male	1	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.80	5629.55	No
8963-MQVYN	Female	0	No	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.55	469.85	No
2458-EOMRE	Female	0	No	No	11	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	bankTransfer	64.05	733.95	No
9334-GWGOW	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	485.25	No
6821-BUXUX	Female	0	No	No	13	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	96.65	1244.50	Yes
5028-HTLJB	Male	1	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	Yes
9801-GDWGV	Female	0	No	No	39	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.45	3994.45	Yes
6542-LWGXJ	Male	0	Yes	No	3	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.00	78.25	No
5567-GZKQY	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.30	1131.50	No
1222-LRYKO	Male	0	No	Yes	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	26.35	184.05	No
2320-JRSDE	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.90	19.90	Yes
2087-QAREY	Female	0	Yes	No	22	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	54.70	1178.75	No
0601-WZHJF	Male	0	Yes	No	14	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	46.35	667.70	Yes
4423-JWZJN	Male	0	Yes	Yes	64	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	oneYear	No	creditCard	90.25	5629.15	No
5143-WMWOG	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.95	19.95	Yes
6490-FGZAT	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.65	109.30	No
5393-RXQSZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	79.60	79.60	Yes
7452-FOLON	Male	0	No	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.45	958.45	No
2320-TZRRH	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.50	403.15	No
0231-LXVAP	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	75.90	75.90	Yes
9444-JTXHZ	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.20	76.20	Yes
4942-VZZOM	Male	0	Yes	No	64	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	66.15	4392.50	No
5510-BOIUJ	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.25	19.25	Yes
7502-BNYGS	Female	0	Yes	No	46	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	69.10	3168.00	No
4291-HYEBC	Female	1	Yes	Yes	28	No	No phone service	DSL	No	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	39.10	1096.60	No
6147-CBCRA	Female	0	Yes	No	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	669.45	No
6047-SUHPR	Male	0	Yes	Yes	39	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	electronicCheck	59.80	2343.85	No
4471-KXAUH	Female	0	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	84.30	3588.40	Yes
9752-ZNQUT	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	48.60	48.60	No
7638-QVMVY	Female	0	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.00	522.95	Yes
1576-PFZIW	Male	1	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	105.35	7511.90	No
5666-MBJPT	Male	0	No	No	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.10	1725.00	No
7312-XSBAT	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.75	49.75	No
3096-GKWEB	Male	0	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	1691.90	No
2371-JQHZZ	Male	0	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.00	2248.05	No
0674-GCDXG	Male	0	No	No	63	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	71.90	4479.20	No
1121-QSIVB	Female	0	No	Yes	44	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	77.55	3471.10	No
4396-KLSEH	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.85	63.00	No
3244-DCJWY	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	70.25	Yes
2824-MYYBN	Female	0	Yes	Yes	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.25	3314.15	No
0875-CABNR	Female	1	No	No	10	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	84.60	865.55	Yes
6345-HOVES	Male	0	No	No	34	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.05	852.70	No
8318-LCNBW	Male	0	Yes	No	35	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	creditCard	53.15	1930.90	No
6469-QJKZW	Female	0	Yes	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	20.15	91.40	No
0147-ESWWR	Female	1	Yes	No	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.25	3949.15	No
1217-VASWC	Male	1	Yes	No	43	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.55	4304.00	No
7812-FZHPE	Female	0	Yes	Yes	17	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	24.10	409.90	Yes
6370-ZVHDV	Female	0	Yes	No	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.30	1554.90	No
5915-DGNVC	Female	0	Yes	No	49	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	71.80	3472.05	No
6260-XLACS	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.70	117.80	No
3566-CAAYU	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	No	electronicCheck	49.85	3210.35	No
4983-CCWMC	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.60	207.40	No
9103-CXVOK	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.75	19.75	No
2896-TBNBE	Male	0	Yes	No	40	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	80.80	3132.75	No
4797-AXPXK	Female	0	No	Yes	1	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	60.00	60.00	Yes
5229-PRWKT	Male	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.55	649.65	Yes
6982-UQZLY	Female	1	Yes	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.85	20.85	Yes
2522-WLNSF	Female	1	Yes	No	34	Yes	No	DSL	No	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	64.20	2106.30	No
3841-CONLJ	Female	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	35.00	35.00	No
5057-LCOUI	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.75	2011.40	Yes
0193-ESZXP	Female	1	Yes	No	58	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.50	6205.50	Yes
4475-NVTLU	Male	0	Yes	Yes	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	electronicCheck	19.20	903.70	No
4369-HTUIF	Male	1	No	No	6	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.15	503.60	Yes
9386-LDCZR	Male	0	No	No	43	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	90.65	3882.30	No
9585-KKMFD	Male	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.00	879.80	No
5399-ZIMKF	Male	0	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.65	383.65	No
0336-KXKFK	Male	0	No	No	72	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	61.20	4390.25	No
5619-XZZKR	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.95	68.20	No
3948-FVVRP	Male	0	Yes	Yes	9	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	54.80	452.80	No
5327-XOKKY	Male	1	Yes	No	72	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	73.45	5329.00	No
0983-TATYJ	Female	0	Yes	No	33	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	mailedCheck	51.45	1758.90	No
1813-JYWTO	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	80.45	5737.60	No
0156-FVPTA	Male	0	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	54.20	1152.70	Yes
1984-FCOWB	Female	0	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.50	7674.55	Yes
0654-HMSHN	Male	0	Yes	Yes	21	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	104.40	2157.95	Yes
6719-OXYBR	Male	0	No	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	85.30	1219.85	No
3312-ZWLGF	Male	1	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	79.30	2414.55	No
6476-YHMGA	Female	0	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	76.50	1155.60	No
5287-QWLKY	Male	1	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	105.10	7548.10	Yes
0795-XCCTE	Male	1	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.40	1809.35	No
0168-XZKBB	Female	0	Yes	No	19	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.85	1564.40	No
3785-NRHYR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	19.65	No
5196-SGOAK	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.70	75.70	Yes
4537-DKTAL	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.55	84.40	No
7072-MBHEV	Female	1	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	78.10	864.85	No
5602-BVFMK	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.30	228.75	No
6297-NOOPG	Female	0	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.50	7752.05	No
1891-UAWWU	Female	1	Yes	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	90.80	1951.00	Yes
8204-TIFGJ	Female	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	20.30	470.60	No
8050-DVOJX	Male	1	No	No	49	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	81.35	4060.90	No
6108-OQZDQ	Female	0	Yes	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.95	384.50	Yes
0363-QJVFX	Male	0	No	No	32	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	108.15	3432.90	Yes
8903-XEBGX	Male	0	No	Yes	2	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.30	108.65	No
8169-SAEJD	Male	1	Yes	No	69	No	No phone service	DSL	Yes	Yes	No	No	Yes	Yes	twoYear	No	creditCard	56.55	3952.65	No
9840-DVNDC	Male	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.50	463.05	Yes
1089-XZWHH	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.70	494.05	No
2325-WINES	Female	0	No	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.05	3416.85	No
6064-ZATLR	Female	0	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	52.85	1498.65	No
3096-JRDSO	Female	1	Yes	No	27	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.30	2867.75	Yes
7824-PANSQ	Male	0	No	No	58	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	bankTransfer	80.65	4807.35	No
8042-JVNFH	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.35	71.35	Yes
9648-BCHKM	Female	0	Yes	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.65	471.35	No
2888-ADFAO	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	21.30	1041.80	No
8707-HOEDG	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.20	7689.80	No
3374-LXDEV	Female	0	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	89.40	1132.35	Yes
4072-IPYLT	Female	0	Yes	Yes	36	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	51.05	1815.00	No
7167-PCEYD	Male	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.80	1311.30	No
4936-YPJNK	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.90	199.45	No
1580-BMCMR	Male	1	No	No	19	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	87.30	1637.30	No
4817-KEQSP	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.85	1326.35	No
6408-WHTEF	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	89.40	6376.55	No
9251-AWQGT	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.00	935.90	No
8749-CLJXC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	No
7989-VCQOH	Male	0	Yes	Yes	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	83.25	1611.15	No
5049-GLYVG	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.60	20.60	Yes
4199-QHJNM	Male	1	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	102.90	6989.70	No
8882-TLVRW	Male	0	Yes	Yes	69	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	39.10	2779.50	No
5883-GTGVD	Male	0	No	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.95	1931.75	Yes
5135-GRQJV	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	114.50	8331.95	No
2384-OVPSA	Female	1	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.20	735.90	No
1371-WEPDS	Male	1	Yes	No	40	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	electronicCheck	55.80	2283.30	No
3580-GICBM	Female	0	Yes	Yes	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.20	1445.20	No
4817-QRJSX	Female	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	81.00	818.05	Yes
9730-DRTMJ	Male	0	Yes	No	32	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	oneYear	Yes	creditCard	72.80	2333.05	No
4686-UXDML	Female	0	No	No	21	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.85	1992.55	No
3349-ANQNH	Female	1	No	No	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.50	5890.00	No
2398-YPMUR	Female	1	Yes	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	916.75	Yes
0932-YIXYU	Female	0	No	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.25	1029.80	No
7480-SPLEF	Male	0	Yes	Yes	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	26.00	1796.55	No
7636-XUHWW	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.90	33.70	No
1431-CYWMH	Female	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.05	454.05	No
5937-EORGB	Male	1	Yes	No	15	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	96.50	1392.25	No
6349-JDHQP	Female	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	1049.60	No
5539-HIVAK	Female	1	Yes	No	28	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	25.70	734.60	No
5847-MXBEO	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.30	475.10	No
9985-MWVIX	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	70.15	Yes
4583-PARNH	Male	1	Yes	No	16	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	91.55	1540.05	No
1116-FRYVH	Female	0	Yes	Yes	48	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	39.40	1978.65	No
1421-HCERK	Male	1	Yes	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	105.70	3181.80	No
9633-XQABV	Female	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	229.70	No
0716-BQNDX	Male	1	No	No	57	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	twoYear	No	electronicCheck	93.75	5625.55	No
1265-XTECC	Female	1	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	96.55	6581.90	Yes
1183-CANVH	Female	0	Yes	No	23	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	No	bankTransfer	60.00	1347.15	No
1972-XMUWV	Female	0	Yes	No	65	Yes	No	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	creditCard	59.80	3808.20	No
8679-LZBMD	Male	0	Yes	No	44	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	90.65	3974.15	No
3407-JMJQQ	Female	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.00	7661.80	No
6252-DFGTK	Female	0	Yes	No	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	68.10	2479.25	No
1539-LNKHM	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	266.60	No
8645-KOMJQ	Male	0	Yes	Yes	69	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	81.95	5601.40	No
0289-IVARM	Female	0	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	60.55	1982.60	No
9761-XUJWD	Male	0	No	No	5	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	65.60	339.90	No
4057-FKCZK	Male	0	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	twoYear	No	bankTransfer	82.50	4828.05	No
4291-TPNFG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	82.30	5980.55	No
6087-YPWHO	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	68.15	4808.70	No
3090-QFUVD	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.30	20.30	No
2237-ZFSMY	Female	0	No	No	39	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	95.55	3692.85	Yes
1722-LDZJS	Male	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.20	1068.15	No
1818-ESQMW	Female	0	No	No	27	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.20	2383.60	No
4871-JTKJF	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes
1415-YFWLT	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.30	89.30	Yes
7401-RUBNK	Female	0	Yes	No	18	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	74.80	1438.05	No
0506-YLVKJ	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.20	917.45	No
8661-BOYNW	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	84.40	6096.45	No
6711-VTNRE	Female	0	No	No	36	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	87.55	3078.10	Yes
4815-GBTCD	Female	0	Yes	No	4	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.15	99.95	No
2805-AUFQN	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.80	475.20	No
0980-PVMRC	Female	0	Yes	Yes	40	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.85	2036.55	No
7233-DRTRF	Male	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.40	6444.05	No
3500-RMZLT	Female	1	No	No	15	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	96.30	1426.75	Yes
3873-NFTGI	Male	0	No	No	14	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	55.50	767.55	No
1162-ECVII	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.75	7932.50	No
7048-GXDAY	Male	0	No	No	39	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	4040.65	No
8571-ZCMCX	Female	0	Yes	Yes	47	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	60.00	2768.65	No
1169-WCVAK	Male	0	Yes	No	19	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	88.80	1672.35	No
4548-SDBKE	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.20	474.80	Yes
8066-POXGX	Female	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.10	446.10	Yes
7129-CAKJW	Female	0	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	bankTransfer	80.05	1345.65	No
8695-ARGXZ	Male	1	Yes	No	34	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.55	2425.40	No
3570-YUEKJ	Female	0	No	No	42	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.55	2077.95	No
4143-OOBWZ	Male	0	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.30	416.30	Yes
1555-HAPSU	Female	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	23.90	1663.50	No
1697-NVVGY	Male	1	Yes	No	19	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	66.40	1286.05	No
7854-EKTJL	Female	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.60	35.85	Yes
8464-EETCQ	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	18.80	1094.35	No
2419-FSORS	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.40	7719.50	No
8132-YPVBX	Female	0	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	85.95	514.60	No
9102-IAYHT	Female	0	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.45	1451.60	Yes
6754-LZUKA	Male	0	Yes	No	61	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	80.90	4932.50	No
3422-LYEPQ	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.00	71.00	Yes
8099-MZPUJ	Male	0	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	111.80	5443.65	No
0787-LHDYT	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.60	330.25	No
2642-DTVCO	Male	1	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.05	746.50	Yes
0374-IOEGQ	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.60	122.70	No
4361-JEIVL	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.40	44.40	Yes
3197-NNYNB	Male	0	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	105.10	6631.85	No
3396-DKDEL	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.15	8250.00	No
1752-OZXFY	Male	0	Yes	No	60	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	mailedCheck	59.80	3561.15	No
9066-QRSDU	Female	0	Yes	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	electronicCheck	26.30	1763.55	No
9112-WSNPU	Female	1	No	No	35	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.55	2419.00	No
9867-NNXLC	Female	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.05	470.20	No
5321-NTRKC	Male	0	Yes	Yes	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	79.85	5234.95	No
1363-TXLSL	Male	1	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes
9507-EXLTT	Female	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	79.35	79.35	Yes
3161-GETRM	Male	0	Yes	Yes	34	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.05	3097.00	No
0402-OAMEN	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.45	1709.10	No
6933-VLYFX	Male	0	Yes	Yes	31	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	59.95	1848.80	No
6754-WKSHP	Male	0	No	Yes	30	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	25.35	723.30	No
9846-GKXAS	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	90.80	809.75	Yes
6017-PPLPX	Male	0	Yes	Yes	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.45	1470.95	Yes
4976-LNFVV	Male	1	Yes	No	19	No	No phone service	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	34.30	577.15	No
5055-MGMGF	Female	0	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.05	6914.95	No
4641-FROLU	Female	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.30	602.90	No
2862-JVEOY	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.15	124.40	No
2969-QWUBZ	Female	0	No	No	2	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	51.40	96.80	No
9822-BIIGN	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	No	electronicCheck	71.85	3827.90	No
2077-MPJQO	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	533.05	No
1534-OULXE	Female	0	Yes	Yes	61	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	49.70	2961.40	No
7136-RVDTZ	Male	1	No	No	70	No	No phone service	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	45.25	3264.45	Yes
2971-SGAFL	Female	0	No	No	13	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	78.75	995.35	No
1480-IVEVR	Male	1	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	81.60	2815.25	No
2905-KFQUV	Female	0	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.40	154.80	No
4581-SSPWD	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.80	246.30	Yes
3370-HXOPH	Female	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	76.10	257.60	No
9391-YZEJW	Female	0	No	No	62	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	94.00	5757.20	No
9958-MEKUC	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	103.95	7517.70	No
0281-CNTZX	Male	0	Yes	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.95	1234.80	No
6927-WTFIV	Male	1	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	71.30	1389.20	Yes
4118-CEVPF	Female	1	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	110.80	3836.30	No
3398-ZOUAA	Male	1	Yes	No	21	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	1474.75	Yes
9114-VEPUF	Male	0	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	electronicCheck	96.10	6001.45	No
7876-BEUTG	Female	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	48.80	720.10	No
2338-BQEZT	Female	0	No	No	55	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	50.55	2832.75	No
9873-MNDKV	Female	0	No	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.65	472.25	No
0378-NHQXU	Female	0	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	88.25	1460.65	Yes
8241-JUIQO	Female	0	No	No	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	19.45	1336.35	No
2194-IIQOF	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.30	6388.65	No
4512-ZUIYL	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.00	153.05	Yes
9631-RXVJM	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.25	677.90	No
9584-EXCDZ	Female	0	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.50	1165.60	No
7969-AULMZ	Female	0	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.35	2119.50	Yes
5093-FEGLU	Female	0	Yes	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.65	921.55	No
2621-UDNLU	Female	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.85	72.00	No
7526-IVLYU	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.65	68.35	No
2428-HYUNX	Male	1	Yes	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.35	847.25	No
9214-EKVXR	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.00	44.00	No
3410-MHHUM	Female	0	Yes	Yes	44	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	94.40	4295.35	No
0568-ONFPC	Male	0	Yes	Yes	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	bankTransfer	25.90	135.00	Yes
0733-VUNUW	Male	0	No	No	24	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	55.65	1400.55	Yes
4550-EVXNY	Female	0	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes
2122-YWVYA	Female	0	No	No	18	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	1380.40	No
2968-SSGAA	Female	0	No	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	1060.20	Yes
2296-DKZFP	Female	0	Yes	No	65	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	bankTransfer	71.00	4386.20	No
4844-JJWUY	Female	1	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.00	86.00	Yes
6777-TGHTM	Female	0	No	No	53	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	106.95	5785.50	Yes
8909-BOLNL	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	21.20	52.05	No
6603-YRDCJ	Male	0	Yes	No	33	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	61.05	2018.40	No
3538-WZPHD	Male	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.60	79.45	Yes
3229-USWAR	Female	0	No	No	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	79.95	2727.30	No
2138-VFAPZ	Female	0	Yes	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.70	263.65	No
6131-JLWZM	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.30	275.40	No
4785-QRJHC	Male	1	Yes	No	46	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	59.90	2816.65	Yes
0269-XFESX	Male	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	24.35	538.50	No
1709-EJDOX	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	948.90	No
4316-XCSLJ	Male	0	No	Yes	17	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.30	846.80	No
8610-WFCJF	Female	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	4783.50	Yes
9693-XMUOB	Male	1	Yes	No	59	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.25	2997.45	No
0383-CLDDA	Female	0	No	No	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.35	5897.40	No
4905-JEFDW	Male	0	No	No	11	No	No phone service	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	41.60	470.60	Yes
2709-UQGNP	Male	0	No	No	10	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	51.65	524.50	No
3549-ZTMNH	Male	0	Yes	Yes	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.00	269.65	No
7881-INRLC	Male	0	No	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	100.85	4740.00	Yes
8033-ATFAS	Female	0	Yes	Yes	39	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	59.85	2341.50	No
1635-NZATJ	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.45	1789.65	No
0562-HKHML	Male	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	23.90	1626.40	No
8277-RVRSV	Female	0	Yes	Yes	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	24.15	800.30	No
9943-VSZUV	Male	1	No	No	67	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.70	5060.85	No
0117-LFRMW	Male	0	Yes	Yes	37	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	40.20	1448.80	Yes
6172-FECYY	Male	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	84.50	4254.85	Yes
7054-ENNGU	Female	0	Yes	No	9	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.85	466.60	No
1455-HFBXA	Male	0	Yes	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	91.60	4627.80	No
9402-CXWPL	Female	0	No	No	70	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	98.90	6838.60	No
1628-BIZYP	Male	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	No
1965-AKTSX	Female	1	No	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.95	1101.85	Yes
0082-LDZUE	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.30	44.30	No
4786-UKSNZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	20.20	Yes
5343-SGUBI	Female	0	No	No	52	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	80.20	4297.60	No
0856-NAOES	Male	0	No	No	6	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	mailedCheck	60.90	414.10	No
1976-AZZPJ	Male	0	Yes	No	7	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	34.20	256.60	No
7248-VZQLC	Female	1	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	85.20	3969.35	Yes
6156-UZDLF	Female	0	No	No	26	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	87.15	2274.10	No
3099-OONVS	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.30	1296.80	No
9500-WBGRP	Male	0	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.10	1268.85	No
5183-KLYEM	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	112.75	8192.60	No
5144-PQCDZ	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.95	59.25	No
8514-VZHEB	Male	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.50	1147.85	No
6625-IUTTT	Male	0	No	No	67	Yes	No	DSL	Yes	No	Yes	No	No	Yes	twoYear	No	bankTransfer	65.55	4361.55	No
9355-NPPFS	Female	1	No	No	26	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.80	2006.10	No
0068-FIGTF	Female	0	No	No	27	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	78.20	2078.95	No
5965-GGPRW	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	105.25	7609.75	No
8035-PWSEV	Female	0	No	No	6	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.25	487.05	No
2236-HILPA	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.65	1218.45	No
1840-BIUOG	Male	0	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	68.70	1416.20	No
1356-MKYSK	Male	0	No	No	6	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	creditCard	78.65	483.30	No
6080-LNESI	Male	0	No	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.75	1234.60	No
1830-IPXVJ	Female	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.75	1311.60	No
5828-DWPIL	Male	1	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	89.10	5618.30	No
8398-TBIYD	Female	0	No	No	72	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	twoYear	Yes	bankTransfer	84.70	6185.15	No
0011-IGKFF	Male	1	Yes	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.00	1237.85	Yes
4192-GORJT	Male	0	Yes	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.45	498.10	Yes
6496-SLWHQ	Male	1	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.00	294.45	Yes
9912-GVSEQ	Female	1	Yes	No	26	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.85	2381.55	Yes
2931-FSOHN	Male	1	No	No	13	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	59.90	788.35	No
9418-RUKPH	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.95	756.40	No
5383-MMTWC	Female	1	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.00	613.40	Yes
9971-ZWPBF	Male	1	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	108.90	3625.20	No
4712-AUQZO	Male	0	No	No	18	No	No phone service	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	33.60	550.35	No
9711-FJTBX	Male	0	Yes	Yes	56	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	mailedCheck	85.85	4793.80	No
2908-ZTPNF	Female	0	No	No	36	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	34.85	1267.20	No
7240-ETPTR	Female	0	Yes	No	9	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.75	442.20	Yes
2202-CUYXZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.85	84.85	Yes
5995-OIGLP	Male	0	No	No	12	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	56.65	654.85	Yes
8421-WZOOW	Female	1	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	95.30	5567.45	No
6261-RCVNS	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	73.90	3160.55	Yes
7951-QKZPL	Female	0	Yes	Yes	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.50	740.30	Yes
1414-YADCW	Male	0	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	84.60	5706.20	No
8756-RDDLT	Female	0	No	No	68	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	MtM	No	electronicCheck	44.95	3085.35	No
2862-PFNIK	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.70	24.70	No
5816-QVHRX	Female	0	No	No	37	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	creditCard	100.30	3541.40	No
4430-YHXGG	Female	0	No	Yes	4	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	25.45	84.20	No
6888-SBYAI	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.70	50.70	No
7395-XWZOY	Male	0	No	No	20	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	55.00	1165.55	No
7169-YWAMK	Male	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	68.40	4855.35	No
3640-PHQXK	Female	0	No	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.90	2806.90	Yes
6877-LGWXO	Male	1	Yes	No	18	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.55	1422.65	Yes
6859-RKMZJ	Male	0	Yes	No	11	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	55.05	608.15	No
2729-VNVAP	Female	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.80	641.35	No
2957-JIRMN	Female	1	No	No	62	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	No	electronicCheck	84.45	4959.15	No
2049-BAFNW	Female	0	No	No	1	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	35.90	35.90	No
3842-QTGDL	Male	0	Yes	No	16	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	80.75	1321.30	No
7163-OCEQI	Male	0	Yes	Yes	22	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	78.65	1663.75	No
9782-LGXMC	Female	0	Yes	Yes	49	Yes	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	bankTransfer	61.75	3024.15	No
5975-BAICR	Male	0	Yes	Yes	36	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	creditCard	63.70	2188.50	No
8019-ENHXU	Male	0	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	99.45	4138.05	Yes
5167-GBFRE	Male	1	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.20	102.50	Yes
9033-EOXWV	Female	0	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	No	mailedCheck	74.05	872.65	Yes
4673-KKSLS	Female	0	No	No	31	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	87.60	2724.25	No
4853-OITSN	Male	0	Yes	No	5	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	89.15	413.25	No
9800-OUIGR	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.00	1374.20	No
1324-NLTJE	Female	1	No	No	15	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	55.00	757.10	Yes
2324-EFHVG	Male	0	No	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.40	6692.65	No
7094-MSZAO	Male	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.05	218.50	No
1522-VVDMG	Male	0	Yes	Yes	7	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	89.75	608.80	Yes
6907-CQGPN	Male	0	No	No	29	No	No phone service	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	34.30	1004.75	No
0780-XNZFN	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.65	1125.60	No
0239-OXEXL	Female	0	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	84.25	3847.60	No
2675-IJRGJ	Male	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.65	978.00	No
7049-GKVZY	Female	0	No	No	17	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	79.85	1387.35	No
8577-QSOCG	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.20	746.05	No
3721-CNZHX	Male	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.80	304.60	No
0212-ISBBF	Female	0	No	No	22	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.35	1098.85	No
9185-TQCVP	Male	0	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.15	1139.20	Yes
3585-YNADK	Female	0	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	74.60	4368.95	No
5271-DBYSJ	Male	1	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	79.15	827.70	No
1099-GODLO	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.35	20.35	No
6828-HMKWP	Male	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	21.05	262.05	No
5567-WSELE	Male	1	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	279.55	Yes
1472-TNCWL	Male	0	No	Yes	36	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	3512.50	No
8063-RJYNF	Male	0	No	No	16	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	1483.25	Yes
0687-ZVTHB	Male	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	creditCard	72.45	4653.85	Yes
2080-GKCWQ	Male	0	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.95	151.75	No
9661-ACXBS	Female	0	No	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.20	4400.75	Yes
2193-SFWQW	Male	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	111.95	8033.10	No
5656-JAMLX	Male	0	No	No	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.85	1253.65	No
3462-BJQQA	Female	0	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.75	552.65	No
0442-TDYUO	Male	0	Yes	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.05	1036.00	No
6733-LRIZX	Male	0	No	No	35	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.95	4025.50	No
9503-XJUME	Male	0	No	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.65	928.40	No
4367-NHWMM	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.90	24.90	No
3727-RJMEO	Male	0	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	82.85	460.25	Yes
3779-OSWCF	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	93.20	6506.15	No
6736-DHUQI	Female	0	Yes	Yes	67	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	84.80	5598.30	No
3915-ODIYG	Male	1	No	No	60	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	71.75	4374.55	No
1360-RCYRT	Male	0	Yes	Yes	23	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	30.35	678.75	No
2724-FJDYW	Male	0	No	Yes	39	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	54.85	2191.70	No
4451-RWASJ	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.50	239.75	No
6646-VRFOL	Male	1	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.85	5485.50	Yes
3460-TJBWI	Male	0	Yes	Yes	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.20	609.05	No
5917-HBSDW	Female	0	Yes	Yes	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.35	683.75	No
5685-IIXLY	Female	0	Yes	Yes	5	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	83.60	404.20	Yes
5671-UUNXD	Female	1	Yes	No	50	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.65	5189.75	No
0956-ACVZC	Female	0	No	No	54	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	94.10	5060.90	No
2325-NBPZG	Female	0	No	No	3	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.55	233.65	No
4250-ZBWLV	Male	0	No	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	108.45	7176.55	Yes
4482-FTFFX	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	56.15	291.45	No
8859-DZTGQ	Male	0	No	No	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.35	689.75	No
0440-MOGPM	Female	0	No	No	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.55	3263.90	No
0020-JDNXP	Female	0	Yes	Yes	34	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	61.25	1993.20	No
3752-CQSJI	Female	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.45	254.50	No
5025-GOOKI	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	18.90	347.65	No
4698-KVLLG	Female	1	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.60	967.90	No
5095-AESKG	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	91.50	242.95	Yes
2887-JPYLU	Female	0	No	Yes	41	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.20	1841.90	No
4770-QAZXN	Female	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.45	232.10	No
4896-CPRPF	Male	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.45	809.25	No
1871-MOWRM	Male	0	Yes	No	12	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	80.85	866.45	Yes
9714-EDSUC	Male	0	No	No	4	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	94.90	360.55	No
2027-OAQQC	Female	0	No	No	43	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	49.05	2076.20	Yes
0282-NVSJS	Female	1	Yes	Yes	12	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	29.30	355.90	No
9090-SGQXL	Male	1	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	7299.65	Yes
6595-YGXIT	Male	1	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.95	2291.20	Yes
7353-YOWFP	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.25	129.15	No
9835-ZIITK	Male	1	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.85	7491.75	Yes
8008-ESFLK	Female	0	Yes	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	110.50	5835.50	No
7537-CBQUZ	Male	1	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	109.40	7031.45	No
1555-DJEQW	Female	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.20	7723.90	Yes
5649-TJHOV	Male	1	Yes	No	27	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	36.50	1032.00	Yes
0519-XUZJU	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.75	70.75	Yes
3363-EWLGO	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	109.60	No
4750-UKWJK	Female	1	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.60	727.80	No
6338-AVWCY	Male	0	No	No	3	No	No phone service	DSL	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	40.15	130.75	Yes
1689-YQBYY	Female	0	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.60	893.00	No
4487-ZYJZK	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.60	763.10	No
2959-FENLU	Female	0	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	85.30	781.40	No
0708-LGSMF	Male	0	Yes	No	13	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	65.85	902.25	No
9253-QXKBE	Male	1	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.45	2653.65	Yes
7634-HLQJR	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.05	1016.70	No
0487-RPVUM	Male	0	Yes	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	99.40	5943.65	No
4079-ULGFR	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	275.70	No
2516-XSJKX	Female	0	Yes	Yes	41	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	78.45	3126.45	No
0057-QBUQH	Female	0	No	Yes	43	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	electronicCheck	25.10	1070.15	No
9445-SZLCH	Female	0	Yes	Yes	36	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	97.35	3457.90	Yes
6599-SFQVE	Female	0	No	No	6	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.00	340.40	No
8331-ZXFOE	Female	0	No	No	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	71.10	4299.20	No
4003-FUSHP	Male	0	No	No	19	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	61.55	1093.20	No
0356-ERHVT	Male	0	Yes	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.90	521.90	No
7325-ENZFI	Female	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	40.30	1630.40	No
4884-ZTHVF	Female	1	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	87.10	713.60	No
3920-HIHMQ	Female	0	No	Yes	26	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	49.50	1265.65	No
3055-OYMSE	Female	1	No	No	53	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.80	4003.85	No
0613-WUXUM	Female	0	Yes	Yes	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.20	1401.40	No
7568-PODML	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	45.30	45.30	Yes
4458-KVRBJ	Male	0	No	No	59	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.00	1510.50	No
5349-IECLD	Male	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	94.95	178.10	Yes
1397-XKKWR	Male	0	No	No	7	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.30	264.80	No
3945-GFWQL	Female	0	No	Yes	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.55	480.60	Yes
8097-OMULG	Male	0	Yes	Yes	59	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	76.75	4541.90	No
6013-BHCAW	Male	0	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	81.00	4976.15	No
0401-WDBXM	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.55	7542.25	No
3387-PLKUI	Female	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	18.80	251.25	No
6096-EGVTU	Female	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	24.90	1595.50	No
3797-VTIDR	Male	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	23.45	23.45	Yes
5081-NWSUP	Female	0	No	No	10	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	64.90	685.55	No
2580-ATZSQ	Female	0	Yes	Yes	65	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	61.35	3874.10	No
8085-MSNLK	Female	0	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	113.95	6891.40	No
9691-HKOVS	Female	0	Yes	No	55	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	90.15	4916.95	No
9881-VCZEP	Female	0	Yes	No	25	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.10	1373.00	No
9526-BIHHD	Male	0	No	No	1	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.70	29.70	Yes
8757-TFHHJ	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	49.80	49.80	No
4523-WXCEF	Female	0	Yes	No	59	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	101.10	6039.90	Yes
1468-DEFNC	Male	1	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.40	1548.65	No
5119-KEPFY	Male	0	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.00	3440.25	No
8364-TRMMK	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.65	151.30	Yes
0916-KNFAJ	Male	0	Yes	No	61	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	twoYear	Yes	mailedCheck	69.90	4226.70	No
8319-QBEHW	Male	0	No	Yes	26	No	No phone service	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	39.95	1023.75	No
3063-QFSZL	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.40	55.40	Yes
8775-LHDJH	Female	1	Yes	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.60	90.60	Yes
9625-QNLUX	Male	0	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	103.25	7074.40	No
3097-NQYSN	Male	1	Yes	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	86.85	156.35	Yes
4024-CSNBY	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	94.25	6849.75	No
7110-BDTWG	Female	0	Yes	No	71	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	twoYear	Yes	electronicCheck	47.05	3263.60	No
7493-GVFIO	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.55	1252.85	No
0690-SRQID	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.65	67.55	No
9605-WGJVW	Female	1	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	70.20	No
9114-DPSIA	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	81.00	5750.00	No
4700-UBQMV	Male	0	Yes	Yes	21	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	75.90	1549.75	No
7711-GQBZC	Female	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.70	1810.55	No
3565-UNOCC	Female	1	Yes	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.05	2952.85	Yes
4627-MIHJH	Female	1	No	No	69	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	110.25	7467.55	No
9795-NREXC	Female	0	Yes	No	64	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.00	5484.40	No
8573-CGOCC	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.75	294.90	No
7356-AYNJP	Female	0	No	No	4	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	23.90	97.50	No
9249-FXSCK	Female	0	No	No	52	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	111.25	5916.45	Yes
5493-SDRDQ	Male	0	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.10	113.35	Yes
6286-SUUWT	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	19.95	No
4819-HJPIW	Male	0	No	No	18	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.15	476.80	No
8654-DHAOW	Female	0	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	54.15	101.65	No
5438-QMDDL	Female	0	Yes	No	19	Yes	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	59.80	1130.85	No
9812-GHVRI	Female	0	No	No	40	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	83.85	3532.25	No
5553-AOINX	Female	1	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.90	6891.45	No
1228-ZLNBX	Male	0	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.30	1570.70	No
4226-KKDON	Male	0	No	No	8	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	66.65	520.95	No
3831-YCPUO	Female	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.50	7854.90	No
7445-WMRBW	Female	0	No	No	48	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	73.85	3581.40	No
3308-DGHKL	Male	0	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.30	1447.90	No
9924-JPRMC	Male	0	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	118.20	8547.15	No
0080-EMYVY	Female	0	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	creditCard	51.45	727.85	No
6218-KNUBD	Male	0	No	No	6	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	59.45	357.60	No
7337-CINUD	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.50	159.35	No
7609-NRNCA	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.55	280.85	No
0623-EJQEG	Male	0	No	No	65	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	No	electronicCheck	93.55	6069.25	No
7153-CHRBV	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	59.30	3274.35	No
0871-URUWO	Male	0	Yes	No	13	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.25	1359.00	Yes
9190-MFJLN	Male	1	No	No	19	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.90	1777.90	Yes
6198-PNNSZ	Female	0	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	109.80	6109.65	No
3317-VLGQT	Female	0	Yes	No	14	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.10	1122.40	No
4132-POCZS	Male	0	Yes	No	52	No	No phone service	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	39.90	2020.90	No
5614-DNZCE	Female	0	No	No	58	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	64.90	3795.45	No
1095-JUDTC	Female	1	No	No	47	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	95.05	4504.55	Yes
3896-RCYYE	Female	0	No	No	67	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	53.40	3579.15	No
9638-JIQYA	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	24.90	49.70	No
3258-SANFR	Male	1	No	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	44.70	276.50	No
3726-TBHQT	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.00	8175.90	No
3190-ITQXP	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.25	890.35	No
0870-VEMYL	Female	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	creditCard	53.85	259.80	Yes
4833-QTJNO	Male	1	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	83.85	5588.80	No
3039-MJSLN	Male	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.20	50.60	No
0178-CIIKR	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.95	58.00	No
5385-SUIRI	Male	1	Yes	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.20	5568.35	Yes
3982-XWFZQ	Female	0	Yes	No	42	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.25	2203.65	Yes
5774-QPLTF	Male	0	Yes	Yes	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	20.35	938.95	No
2322-VCZHZ	Male	1	Yes	No	23	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.00	2024.10	No
5010-IPEAQ	Female	0	Yes	Yes	67	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	54.20	3623.95	No
4009-ALQFH	Female	0	No	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	2369.05	Yes
6383-ZTSIW	Female	1	Yes	No	39	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	mailedCheck	99.10	3877.95	No
8990-YOZLV	Female	0	No	No	69	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	66.90	4577.90	No
3069-SSVSN	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	oneYear	No	mailedCheck	25.85	25.85	No
5222-IMUKT	Male	0	No	No	32	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	91.05	2871.50	No
3627-FCRDW	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	71.00	672.55	Yes
7562-GSUHK	Female	0	No	No	16	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	93.20	1573.70	Yes
6685-XSHHU	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.95	1270.55	No
8901-UPRHR	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.20	7711.45	No
4903-UYAVB	Male	0	Yes	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.35	126.05	Yes
0118-JPNOY	Female	1	No	No	26	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	85.80	2193.65	No
6776-TLWOI	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.85	64.55	Yes
3845-FXCYS	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.65	31.20	No
5857-XRECV	Female	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.50	38.25	No
0725-CXOTM	Female	0	No	No	36	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	89.65	3348.10	No
4343-EJVQB	Male	0	No	No	7	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	74.35	533.60	No
9000-PLFUZ	Female	1	Yes	No	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	twoYear	Yes	creditCard	49.45	2907.55	No
3427-GGZZI	Female	0	Yes	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.10	1620.80	No
7779-ORAEL	Male	1	Yes	No	45	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	75.15	3480.35	No
0644-OQMDK	Male	1	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.65	293.85	No
4077-CROMM	Female	0	Yes	Yes	31	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.20	3243.45	Yes
3154-CFSZG	Male	0	Yes	Yes	47	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	90.05	4137.20	No
2868-MZAGQ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.25	79.25	Yes
4847-QNOKA	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.90	44.90	Yes
2220-IAHLS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.40	19.40	No
1658-XUHBX	Female	1	Yes	Yes	59	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	88.75	5348.65	No
6379-RXJRQ	Male	0	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	659.65	Yes
2378-HTWFW	Male	1	No	No	35	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	creditCard	91.00	3180.50	No
8650-RHRKE	Male	0	No	No	4	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.65	118.50	Yes
4377-VDHYI	Male	0	Yes	Yes	32	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	90.80	3023.85	No
0475-RIJEP	Male	0	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	77.85	3365.85	Yes
1260-TTRXI	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	54.30	195.30	Yes
3719-TDVQB	Female	1	Yes	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	18.95	1031.10	No
6328-ZPBGN	Female	1	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.15	997.65	Yes
0201-MIBOL	Female	1	No	No	66	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	102.40	6471.85	No
4937-QPZPO	Male	0	Yes	Yes	61	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.90	6241.35	No
2925-VDZHY	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.70	6501.35	No
6981-TDRFT	Male	0	Yes	Yes	44	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	54.30	2317.10	No
3413-CSSTH	Male	0	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	55.70	2237.55	No
8033-VCZGH	Male	0	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.95	5231.30	No
4789-KWMXN	Male	0	Yes	No	47	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	110.85	5275.80	Yes
0224-NIJLP	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	165.50	No
7542-CYDDM	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	358.50	No
4718-WXBGI	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	91.95	6614.90	No
2867-UIMSS	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.50	80.50	Yes
8495-PRWFH	Female	1	No	No	42	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	55.65	2421.75	No
0439-IFYUN	Female	1	No	No	18	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	1294.60	No
5716-LIBJC	Female	0	No	Yes	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.15	1299.10	No
2868-LLSKM	Female	0	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	83.65	5733.40	No
8111-RKSPX	Male	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.20	305.55	Yes
2988-QRAJY	Male	0	No	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	110.05	7430.75	No
1585-MQSSU	Male	0	No	No	17	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	51.50	900.50	Yes
0071-NDAFP	Male	0	Yes	Yes	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.50	630.60	No
2856-NNASM	Male	1	No	No	43	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.55	3856.75	Yes
7328-ZJAJO	Female	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.50	1222.65	No
6458-CYIDZ	Female	1	No	No	5	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	80.70	374.80	No
8559-CIZFV	Male	0	Yes	Yes	21	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	77.50	1625.00	Yes
1090-PYKCI	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	105.10	7234.80	No
3058-WQDRE	Male	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.15	331.85	No
7547-EKNFS	Male	0	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	95.25	3959.35	Yes
2279-AXJJK	Male	0	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	95.65	5088.40	No
6769-DYBQN	Male	1	No	No	46	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	85.00	3969.40	Yes
0909-SELIE	Male	0	Yes	No	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	80.80	4860.85	No
3417-TSCIC	Male	0	No	No	29	No	No phone service	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	24.85	788.05	No
1042-HFUCW	Female	0	No	Yes	25	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.75	1266.35	No
4439-JMPMT	Female	0	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	85.75	470.95	Yes
6537-OTKMY	Male	0	No	No	15	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	50.75	688.20	No
8999-EXMNO	Female	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	387.70	No
6725-TPKJO	Male	0	No	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.05	845.25	No
2446-BEGGB	Female	1	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.25	560.60	Yes
7162-WPHPM	Male	0	Yes	Yes	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	71.60	4230.25	No
1599-MMYRQ	Male	0	Yes	Yes	62	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	81.45	4983.05	No
8821-KVZKQ	Female	0	Yes	Yes	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	58.40	4113.15	No
1496-GGSUK	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.70	25.70	Yes
6434-TTGJP	Male	0	Yes	Yes	10	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	53.70	521.00	No
0042-JVWOJ	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	19.60	471.85	No
0130-SXOUN	Male	0	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	creditCard	89.40	5976.90	No
2575-GFSOE	Female	0	Yes	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.00	506.90	Yes
2330-PQGDQ	Male	0	Yes	Yes	51	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	No	bankTransfer	84.20	4299.75	No
1452-UZOSF	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	106.10	7548.60	No
2097-YVPKN	Male	0	No	No	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.75	1654.75	No
2842-JTCCU	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	46.05	80.35	Yes
8597-CTXVJ	Male	0	No	Yes	70	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	64.95	4551.50	No
6631-HMANX	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.45	6227.50	No
9962-BFPDU	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	20.05	No
3296-SILRA	Female	1	Yes	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	76.40	76.40	Yes
9681-OXGVC	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	514.00	Yes
6394-HHHZM	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.70	57.50	No
5995-LFTLE	Male	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.30	1474.35	No
5180-UCIIQ	Male	1	Yes	Yes	22	No	No phone service	DSL	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	40.05	880.20	Yes
1932-UEDCX	Male	1	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	100.60	3270.25	No
7153-OANIO	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.95	69.95	Yes
5188-HGMLP	Male	1	Yes	No	54	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.00	3919.15	No
0665-XHDJU	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	electronicCheck	99.40	7285.70	No
6521-YYTYI	Male	0	No	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.30	93.30	Yes
8878-HMWBV	Male	0	No	No	3	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.15	169.05	Yes
8265-HKSOW	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	107.45	7658.30	No
3544-FBCAS	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	83.60	5959.30	No
5331-RGMTT	Male	1	Yes	No	54	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.05	5295.70	No
4759-PXTAN	Female	0	Yes	No	59	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	80.10	4693.20	No
7054-DMVAS	Male	0	No	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	bankTransfer	65.30	3512.90	No
3428-MMGUB	Male	0	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	electronicCheck	89.55	5231.20	No
6549-BTYPG	Female	0	Yes	No	60	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	60.80	3603.45	No
7823-JSOAG	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.50	217.45	No
3705-RHRFR	Female	0	Yes	No	69	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	No	bankTransfer	99.15	6875.35	No
9374-YOLBJ	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	electronicCheck	19.25	19.25	No
9074-KGVOX	Male	0	Yes	Yes	50	No	No phone service	DSL	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	39.45	2021.35	No
6128-DAFVY	Female	0	No	No	56	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	44.85	2564.95	No
9933-QRGTX	Female	0	Yes	No	60	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	97.20	5611.75	No
4476-OSWTN	Male	1	Yes	No	69	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	110.55	7610.10	No
3751-KTZEL	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	35.05	35.05	Yes
1977-STDKI	Female	1	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.00	73.00	Yes
5066-GFJMM	Female	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.90	45.75	No
2661-GKBTK	Male	0	Yes	Yes	60	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	76.95	4543.95	No
0458-HEUZG	Female	0	No	No	13	No	No phone service	DSL	No	No	Yes	Yes	No	No	twoYear	No	mailedCheck	35.40	450.40	No
7268-WNTCP	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.45	1297.35	No
0824-VWDPO	Female	0	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	bankTransfer	96.75	4442.75	No
8409-WQJUX	Female	0	No	No	25	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	54.20	1423.15	No
2578-JQPHZ	Male	0	No	No	44	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	100.10	4378.35	No
3278-FSIXX	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.25	74.20	No
5813-UECBU	Male	1	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	83.85	2716.30	Yes
0328-GRPMV	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	70.10	Yes
9746-UGFAC	Female	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.85	450.65	No
2946-KIQSP	Female	0	No	No	35	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	33.45	1175.85	No
0625-AFOHS	Female	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.20	558.80	No
6726-WEXXK	Male	1	Yes	No	27	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	electronicCheck	85.90	2220.10	No
4636-OLWOE	Male	0	No	Yes	54	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	61.00	3283.05	No
4342-HENTK	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.65	142.35	Yes
4685-ERGHK	Male	0	No	No	57	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	Yes	electronicCheck	86.90	4939.25	No
0885-HMGPY	Male	0	No	No	62	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.40	4237.50	No
5003-OKNNK	Female	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	20.35	335.95	No
4195-SMMNX	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	33.20	Yes
7208-PSIHR	Female	0	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.30	7188.50	No
4012-ZTHBR	Female	0	Yes	Yes	21	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.95	926.25	No
0489-WMEMG	Female	0	No	Yes	23	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	electronicCheck	49.45	1119.35	No
7435-ZNUYY	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.60	116.60	No
1354-YZFNB	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.55	68.80	No
6956-SMUCM	Female	0	No	No	3	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.00	287.40	Yes
2985-FMWYF	Female	0	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.50	2341.55	No
2812-ENYMO	Male	0	No	No	26	No	No phone service	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	creditCard	54.55	1362.85	No
2717-HVIZY	Female	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	163.60	No
3223-WZWJM	Male	0	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.95	2254.20	Yes
3422-GALYP	Male	0	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.45	145.15	No
9053-JZFKV	Male	0	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	116.20	7752.30	Yes
2530-ENDWQ	Female	0	Yes	No	71	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	93.70	6585.35	Yes
2890-WFBHU	Female	0	No	No	59	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	79.85	4786.10	No
0327-WFZSY	Male	0	Yes	Yes	39	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	100.00	3835.55	No
7977-HXJKU	Male	0	No	Yes	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.60	397.00	No
6615-ZGEDR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.70	19.70	Yes
7033-CLAMM	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.20	1027.25	No
4023-RTIQM	Female	1	Yes	No	31	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	50.40	1580.10	No
0864-FVJNJ	Female	0	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	113.35	7222.75	No
7356-IWLFW	Male	0	Yes	Yes	46	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.00	3769.70	No
9541-PWTWO	Female	0	No	No	52	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.95	4233.95	No
3967-VQOGC	Female	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	24.90	1680.25	No
7872-RDDLZ	Female	1	No	No	67	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.90	3725.50	No
9250-WYPLL	Female	0	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.55	413.65	Yes
6308-CQRBU	Female	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	109.25	7707.70	No
2754-XBHTB	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	77.65	714.15	Yes
1597-LHYNC	Female	1	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	95.00	2497.20	Yes
0186-CAERR	Male	0	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	116.30	8309.55	No
3043-SUDUA	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.90	601.55	No
5442-BHQNG	Female	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.35	139.25	No
2169-RRLFW	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.60	1888.25	No
5872-OEQNH	Female	0	No	No	60	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	44.45	2773.90	No
3162-KKZXO	Female	1	No	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.15	5409.75	No
7055-VKGDA	Male	0	No	No	54	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.40	5643.40	Yes
0754-UKWQP	Male	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.85	197.70	Yes
8873-GLDMH	Female	0	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	73.85	401.30	No
5696-JVVQY	Female	0	Yes	Yes	48	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	70.10	3238.40	No
8946-BFWSG	Male	0	Yes	Yes	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.25	1573.05	No
7493-TPUWZ	Male	0	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.15	79.15	Yes
0547-HURJB	Male	0	No	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	21.05	235.80	No
8904-OPDCK	Male	1	Yes	No	54	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	24.95	1364.75	No
8845-LWKGE	Female	0	Yes	Yes	30	Yes	No	DSL	No	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	64.50	1985.15	No
1577-HKTFG	Female	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.65	655.85	Yes
8752-STIVR	Female	0	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.00	303.15	Yes
0691-NIKRI	Female	0	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	105.95	4335.20	No
5022-JNQEQ	Female	0	Yes	Yes	9	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	75.85	647.50	No
4558-FANTW	Female	0	Yes	Yes	17	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	No	electronicCheck	91.85	1574.45	Yes
3249-VHRIP	Female	0	No	No	62	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	43.60	2748.70	No
3736-BLEPA	Male	0	No	No	28	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	91.25	2483.65	No
4701-LKOZD	Female	0	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.75	6367.20	No
6603-QWSPR	Female	0	No	No	46	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.40	4904.20	No
9921-QFQUL	Female	0	Yes	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	90.15	2044.95	No
1929-ZCBHE	Male	0	Yes	Yes	47	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	40.30	1794.80	No
4378-MYPGO	Male	0	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.25	7173.15	No
8651-ENBZX	Female	1	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.00	6441.40	Yes
4129-LYCOI	Female	0	No	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	104.00	7039.05	No
7798-JVXYM	Female	0	No	No	14	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	69.65	921.40	No
8647-SDTWQ	Male	0	Yes	Yes	57	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.30	4018.35	No
2696-ECXKC	Female	0	Yes	Yes	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	100.90	5448.60	No
2081-KJSQF	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.25	20.25	No
7623-TRNQN	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.90	49.90	Yes
3323-CPBWR	Male	0	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	96.90	2085.45	No
9330-IJWIO	Female	0	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.35	1358.85	Yes
3384-CTMSF	Male	0	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.10	5135.15	No
0902-RFHOF	Male	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	730.10	No
9286-DOJGF	Female	1	Yes	No	38	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.95	2869.85	Yes
6048-QBXKL	Female	1	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	56.55	118.25	No
9661-MHUMO	Male	1	Yes	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	49.25	49.25	Yes
7718-RXDGG	Male	0	Yes	No	15	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	68.60	1108.60	No
1025-FALIX	Female	0	No	No	26	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.05	1815.65	No
3451-VAWLI	Female	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	730.40	No
3407-QGWLG	Male	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.05	75.45	No
1842-EZJMK	Male	0	Yes	Yes	50	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	103.70	5071.05	Yes
2347-WKKAE	Male	0	Yes	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.40	4014.60	No
8735-DCXNF	Male	0	Yes	No	10	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	creditCard	54.95	568.85	No
3214-IYUUQ	Female	0	Yes	No	61	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	No	bankTransfer	93.70	5860.70	No
1936-UAFEH	Female	0	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	110.25	7279.35	No
3587-PMCOY	Male	0	No	No	10	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	98.90	1064.95	No
8079-XRJRS	Male	0	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	electronicCheck	89.75	5769.60	Yes
1027-LKKQQ	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.45	5886.85	No
7148-XZPHA	Male	0	Yes	Yes	55	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	79.40	4238.45	No
8073-IJDCM	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.30	20.30	Yes
5309-TAIKL	Female	0	No	No	7	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	No	bankTransfer	62.80	418.30	No
6856-RAURS	Female	0	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.90	136.05	No
8778-LMWTJ	Female	0	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	708.20	No
9717-IOAAF	Male	0	No	Yes	27	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.85	788.55	No
8884-ADFVN	Male	1	Yes	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.95	700.85	Yes
2845-KDHVX	Female	0	Yes	No	64	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	68.30	4378.80	No
0848-SOMKO	Male	0	No	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	48.40	3442.80	No
2720-WGKHP	Male	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	181.70	Yes
6734-FQAJX	Male	1	No	No	67	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.05	7171.70	No
2869-ADAWR	Female	0	No	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	89.30	4016.85	Yes
1535-VTJOQ	Female	0	No	No	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.15	553.00	No
6368-TZZDT	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.50	96.85	No
0943-ZQPXH	Male	0	Yes	Yes	44	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	92.95	4122.90	No
1293-BSEUN	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.70	1482.30	No
9894-EZEWG	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	74.30	74.30	Yes
1302-TPUBN	Male	0	No	No	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.35	1240.80	No
7851-FLGGQ	Male	0	No	No	1	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	44.65	44.65	Yes
0637-UBJRP	Male	0	Yes	Yes	13	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	84.05	1095.30	Yes
0940-OUQEC	Male	0	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.70	788.80	Yes
2378-VTKDH	Male	1	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.35	6578.55	No
0927-CNGRH	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	19.55	No
8608-OZTLB	Male	0	Yes	Yes	38	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	electronicCheck	74.05	2802.30	No
2335-GSODA	Male	0	No	Yes	23	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	40.10	857.75	No
1952-DVVSW	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	184.40	No
0702-PGIBZ	Male	0	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.70	364.55	Yes
6656-GULJQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.55	6093.30	No
9853-JFZDU	Female	0	Yes	No	35	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	56.85	1861.10	No
1963-VAUKV	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	20.40	Yes
3777-XROBG	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.55	1079.65	No
6994-FGRHH	Male	0	Yes	Yes	70	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.15	7475.10	No
4000-VGMQP	Male	0	Yes	Yes	38	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.95	2862.55	No
3999-WRNGR	Female	0	Yes	Yes	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.75	3069.45	No
3466-RITXD	Male	0	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	92.40	2349.80	No
2680-XKKNJ	Female	0	No	No	8	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	58.20	469.25	No
3058-HJCUY	Male	0	Yes	Yes	41	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	102.60	4213.35	Yes
2974-GGUXS	Female	1	Yes	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	91.95	3301.05	No
7994-XIRTR	Male	1	No	No	54	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	bankTransfer	65.25	3529.95	No
3259-FDWOY	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	106.00	7723.70	Yes
2101-RANCD	Female	0	No	No	55	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.10	4144.90	No
7921-BEPCI	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	59.75	4265.00	No
0807-ZABDG	Female	0	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.10	154.65	Yes
8510-TMWYB	Female	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.80	3246.45	No
3258-ZKPAI	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.60	8337.45	No
1428-IEDPR	Male	0	No	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.30	5731.40	No
5298-GSTLM	Female	1	No	No	60	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	101.40	6176.60	No
4450-YOOHP	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	50.65	1905.40	No
6728-CZFEI	Female	0	No	No	15	Yes	No	DSL	No	No	No	No	Yes	No	oneYear	No	mailedCheck	56.15	931.90	No
5748-RNCJT	Male	0	No	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	106.50	7348.80	Yes
3653-NCRDJ	Male	0	Yes	Yes	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.20	776.25	No
6121-TNHBO	Female	1	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	83.00	5243.05	No
5119-NZPTV	Male	1	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.10	141.65	No
6519-ZHPXP	Female	0	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.30	7679.65	No
7739-LAXOG	Female	0	Yes	Yes	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	91.05	2954.50	Yes
3472-QPRCH	Male	0	Yes	Yes	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.25	1006.90	No
8224-UAXBZ	Female	0	Yes	No	58	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	45.35	2540.10	No
9610-WCESF	Male	0	No	No	67	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	electronicCheck	43.90	3097.20	No
9776-CLUJA	Female	1	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	77.50	3807.35	Yes
2486-WYVVE	Male	0	Yes	No	31	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	79.30	2484.00	No
3865-ZYKAD	Male	1	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	84.90	5785.65	No
1422-DGUBX	Male	0	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	electronicCheck	79.25	2619.15	No
2999-AANRQ	Female	0	No	No	21	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	71.05	1524.85	No
8668-KNZTI	Male	0	No	No	52	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	electronicCheck	53.75	2790.65	No
0480-KYJVA	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	24.25	1784.50	No
6034-ZRYCV	Female	0	Yes	No	72	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	54.20	3937.45	Yes
9746-YKGXB	Male	0	Yes	Yes	52	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	bankTransfer	44.25	2276.10	No
3926-YZVVX	Female	0	No	No	41	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	No	bankTransfer	50.05	2029.05	No
6000-UKLWI	Male	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	802.35	No
2079-FBMZK	Female	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.25	418.40	Yes
6332-FBZRI	Male	0	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	69.35	4653.25	No
2096-XOTMO	Female	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.35	275.90	No
3266-FTKHB	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.15	343.45	No
8221-EQDGL	Male	0	Yes	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	61.00	2130.45	No
2346-LOCWC	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.50	1191.40	No
6608-QQLVK	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	50.50	50.50	Yes
0298-XACET	Male	0	Yes	Yes	52	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	50.20	2554.00	No
7560-QJAVJ	Female	0	No	No	70	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	79.60	5589.45	No
2995-YWTCD	Female	0	Yes	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	24.90	467.70	No
3551-HUAZH	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	74.40	Yes
9137-UIYPG	Female	0	Yes	Yes	35	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.90	3756.45	No
2809-ZMYOQ	Female	0	No	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	3334.90	No
5084-OOVCJ	Female	0	Yes	Yes	17	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	creditCard	55.35	920.50	No
0254-WWRKD	Female	0	Yes	Yes	67	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	creditCard	50.55	3431.75	No
7727-SHVZV	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.50	150.35	No
6302-JGYRJ	Male	0	No	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	79.45	2587.70	Yes
5339-PXDVH	Male	0	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	90.65	367.95	No
2205-LPVGL	Male	1	Yes	Yes	58	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	89.85	5125.75	No
8782-NUUOL	Male	0	No	No	60	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	79.00	4801.10	No
3685-YLCMQ	Male	0	No	No	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.65	6219.60	Yes
7601-WFVZV	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.55	19.55	No
4609-KNNWG	Female	0	Yes	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.90	550.10	No
4868-AADLV	Male	1	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	116.25	7862.25	No
9529-OFXHY	Male	0	No	No	15	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	87.75	1242.20	No
8634-MPHTR	Male	1	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	4871.05	Yes
2669-QVCRG	Female	0	No	No	41	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	81.30	3190.65	No
2478-EEWWM	Male	0	Yes	No	59	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.30	2666.75	No
9174-IHETN	Female	0	No	Yes	50	Yes	No	fiberOptic	No	No	No	No	No	No	twoYear	No	creditCard	70.35	3533.60	No
2233-TXSIU	Male	0	Yes	Yes	17	No	No phone service	DSL	Yes	No	Yes	No	Yes	No	oneYear	No	creditCard	44.45	792.15	No
9644-UMGQA	Male	0	Yes	Yes	6	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.15	295.65	No
3256-EZDBI	Male	1	Yes	No	51	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	29.45	1459.35	No
8761-NSOBC	Male	0	No	No	44	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	100.55	4398.15	Yes
0419-YAAPX	Male	0	Yes	No	49	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	85.30	4297.95	No
8413-VONUO	Male	0	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	95.65	167.30	Yes
0872-CASZJ	Male	0	Yes	No	59	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	mailedCheck	69.10	4096.90	No
4726-DLWQN	Male	1	No	No	50	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	70.35	3454.60	No
8164-OCKUJ	Female	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.60	1286.00	No
3094-JOJAI	Male	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	74.15	1387.00	No
9494-MRNYX	Male	0	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.05	786.30	No
2599-CZABP	Male	0	Yes	No	14	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	electronicCheck	44.60	641.25	No
7945-PRBVF	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	21.45	705.45	No
4544-RXFMG	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	43.45	345.50	No
0859-YGKFW	Male	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.05	345.90	No
1150-FTQGN	Female	0	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	bankTransfer	94.15	5811.80	No
9223-UCPVT	Female	0	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	94.40	94.40	Yes
7196-LIWRH	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	124.45	No
5448-VWNAM	Female	0	No	Yes	19	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	75.90	1375.60	No
1177-XZBJL	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	64.15	3491.55	No
3518-FSTWG	Male	1	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.55	7920.70	No
9330-VOFSZ	Female	0	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	6640.70	No
4351-QLCSU	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	55.00	55.00	Yes
0939-EREMR	Female	0	No	Yes	13	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	53.45	718.10	No
9389-ACWBI	Female	0	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	69.95	320.40	No
5419-JPRRN	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.45	101.45	Yes
3644-QXEHN	Male	0	Yes	Yes	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	97.00	1334.45	No
2911-IJORQ	Male	0	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	90.60	3358.65	No
5921-NGYRH	Male	0	Yes	No	64	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	73.55	4764.00	No
2100-BDNSN	Female	0	Yes	No	5	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	67.95	350.30	Yes
5998-DZLYR	Female	0	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	94.35	5703.00	No
0488-GSLFR	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.50	69.50	Yes
9318-NKNFC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	18.85	18.85	Yes
3985-HOYPM	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.40	525.55	No
9728-FTTVZ	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.20	69.20	Yes
9548-LERKT	Male	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.75	483.15	No
6576-FBXOJ	Male	0	Yes	No	17	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	54.60	934.80	No
4310-KEDTB	Female	0	No	Yes	26	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	29.80	786.50	No
7254-IQWOZ	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes
2474-BRUCM	Male	1	Yes	No	40	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	101.85	4086.30	Yes
4062-HBMOS	Male	0	No	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.05	5364.80	No
0742-NXBGR	Female	0	No	No	1	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	82.30	82.30	Yes
2676-ISHSF	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.30	20.30	No
9236-NDUCW	Female	0	No	No	21	No	No phone service	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	35.10	770.40	No
4753-PADAS	Female	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.70	6816.95	No
6103-QCKFX	Female	0	Yes	Yes	44	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	56.25	2419.55	No
7781-EWARA	Male	0	Yes	Yes	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	60.35	4138.70	No
6110-OHIHY	Male	0	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.25	267.60	Yes
7018-FPXHH	Male	0	Yes	Yes	56	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.80	3457.45	No
5889-LFOLL	Female	0	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	1115.20	Yes
5708-EVONK	Female	0	Yes	Yes	58	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	93.40	5435.60	Yes
8708-XPXHZ	Female	0	Yes	Yes	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	4186.30	Yes
0616-ATFGB	Male	1	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.05	25.05	Yes
0572-ZJKLT	Female	0	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	99.65	4630.20	No
5135-RDDQL	Female	0	Yes	Yes	63	Yes	No	DSL	Yes	No	No	No	No	No	twoYear	Yes	bankTransfer	50.65	3221.25	No
1353-LJWEM	Male	0	No	No	11	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	60.90	688.50	No
1794-SWWKL	Male	0	Yes	Yes	15	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	59.65	867.10	No
6166-YIPFO	Male	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	64.70	4746.05	No
7016-BPGEU	Female	0	No	No	29	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.10	712.85	Yes
6876-ADESB	Male	0	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	48.95	48.95	Yes
9332-GYWLO	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	54.85	355.10	No
1963-SVUCV	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.30	45.30	Yes
4184-VODJZ	Male	0	Yes	Yes	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	91.35	5764.70	No
0220-EBGCE	Male	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.85	167.30	Yes
1092-WPIVQ	Female	0	Yes	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	25.10	428.45	No
7233-IOQNP	Female	0	Yes	No	43	No	No phone service	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	34.00	1505.35	No
2834-JKOOW	Female	0	No	No	15	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	45.90	693.45	No
2754-VDLTR	Male	0	No	Yes	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	95.20	930.40	Yes
2400-FEQME	Male	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.50	1177.95	No
3190-XFANI	Male	0	No	Yes	49	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	100.60	5069.65	Yes
7551-DACSP	Male	0	Yes	Yes	6	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	55.30	324.25	Yes
4957-SREEC	Male	0	Yes	Yes	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.35	1458.10	No
7235-NXZCP	Male	1	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.85	156.40	Yes
0230-UBYPQ	Male	1	Yes	No	63	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	36.10	2298.90	No
4923-ADWXJ	Female	0	No	No	25	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	65.80	1679.65	No
1763-KUAAW	Female	1	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.35	369.60	No
1104-TNLZA	Male	1	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.80	2998.00	No
5195-KPUNQ	Female	1	No	No	53	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	96.75	5206.55	No
0520-FDVVT	Male	0	No	No	35	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	102.35	3626.10	Yes
3439-GVUSX	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.40	24.40	No
1444-VVSGW	Male	0	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	115.65	7968.85	Yes
5712-PTIWW	Male	0	No	No	2	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	79.85	152.45	Yes
5949-HGVJL	Female	0	Yes	No	26	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	73.05	1959.50	No
5203-XEHAX	Female	0	No	No	34	Yes	No	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	electronicCheck	64.35	2053.05	No
1635-HDGFT	Female	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.50	398.55	No
3315-TOTBP	Male	0	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	76.00	1130.85	Yes
8050-XGRVL	Female	0	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	54.75	3425.35	No
6661-HBGWL	Female	1	No	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	104.75	4323.45	Yes
1518-VOWAV	Female	0	No	No	9	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	74.65	703.55	Yes
9828-QHFBK	Male	0	No	No	24	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	51.15	1275.70	No
3908-MKIMJ	Male	1	Yes	No	68	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	electronicCheck	41.95	2965.75	No
5012-YSPJJ	Male	0	Yes	Yes	31	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	54.35	1647.00	No
5909-ECHUI	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	56.25	56.25	Yes
1309-BXVOQ	Male	0	Yes	No	21	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.10	2249.95	Yes
6728-VOIFY	Female	0	Yes	No	63	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	96.00	6109.75	No
9317-WZPGV	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	79.75	159.40	Yes
4891-NLUBA	Female	0	Yes	Yes	61	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	61.45	3751.15	No
2856-HYAPG	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.65	68.65	Yes
8969-PRHFK	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	411.25	No
0661-KQHNK	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.00	105.50	No
8709-KRDVL	Female	0	No	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.00	3320.60	No
4488-PSYCG	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.25	327.45	Yes
1427-VERSM	Female	0	Yes	No	56	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.70	5669.50	No
9801-NOSHQ	Male	0	No	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.80	465.45	No
6339-YPSAH	Male	0	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.80	704.30	No
3621-CEOVK	Female	1	Yes	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	1369.80	Yes
6906-ANDWJ	Male	0	Yes	Yes	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	1107.25	Yes
2159-TURXX	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.05	95.55	No
1548-FEHVL	Male	0	Yes	No	61	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.20	6375.20	No
3795-CAWEX	Male	0	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.55	8152.30	No
6215-NQCPY	Male	0	No	No	15	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.70	1566.75	No
5647-URDKA	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.70	130.25	No
2229-DPMBI	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.50	162.15	No
9626-WEQRM	Female	0	No	No	4	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	29.15	110.05	No
2188-SXWVT	Female	0	No	No	34	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	55.00	1885.15	No
6258-PVZWJ	Male	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.80	6302.85	No
1094-BKOSX	Female	0	Yes	Yes	45	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	51.00	2264.50	No
6969-MVBAI	Female	1	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	90.10	816.80	No
2978-XXSOG	Female	0	No	No	22	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	59.05	1253.50	No
2342-CKIAO	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.30	41.20	No
6953-PBDIN	Male	0	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	72.95	5265.55	No
3898-BSJYF	Female	0	No	Yes	10	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	73.55	693.30	No
3938-YFPXD	Male	0	No	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.30	5997.10	No
7696-AMHOD	Female	0	Yes	Yes	49	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.00	3824.20	No
2453-SAFNS	Female	1	No	No	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	72.10	3886.05	No
9558-IHEZX	Female	0	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	106.75	7283.25	No
9617-UDPEU	Female	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.25	412.55	No
6340-DACFT	Female	0	Yes	Yes	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.55	1070.25	No
4955-VCWBI	Female	0	Yes	Yes	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.00	817.95	No
6813-GZQCG	Female	0	Yes	Yes	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	24.65	1171.30	No
7426-GSWPO	Male	1	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	103.50	6548.65	No
3389-KTRXV	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	23.85	625.65	No
3118-UHVVQ	Female	0	Yes	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.80	1911.50	No
1031-IIDEO	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.85	70.85	Yes
5832-XKAES	Male	0	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.80	134.70	Yes
3205-MXZRA	Male	0	No	No	26	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	No	creditCard	59.45	1507.00	No
4701-AHWMW	Male	0	Yes	No	55	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	54.55	2978.30	Yes
8317-BVKSO	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.05	299.30	No
5702-KVQRD	Male	0	Yes	No	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	82.55	5832.65	No
0083-PIVIK	Male	0	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	electronicCheck	81.25	5567.55	No
9210-IAHGH	Female	0	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	70.75	450.80	Yes
6169-PGNCD	Female	0	No	No	57	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	74.30	4166.35	No
0023-XUOPT	Female	0	Yes	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	94.10	1215.60	Yes
4592-IWTJI	Female	0	Yes	Yes	3	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	29.70	91.70	Yes
4909-JOUPP	Male	1	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.70	7898.45	No
4657-FWVFY	Female	0	Yes	Yes	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	96.35	3915.40	No
2257-BOVXD	Male	0	Yes	No	14	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	66.60	979.50	No
7729-JTEEC	Male	0	Yes	Yes	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.50	90.05	No
7632-MNYOY	Male	1	No	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	110.90	7432.05	Yes
6518-LGAOV	Female	0	Yes	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.00	4026.40	Yes
7242-QZLXF	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.30	25.30	Yes
4576-CSAJH	Male	0	No	No	22	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	55.15	1193.05	Yes
1000-AJSLD	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.10	20.10	Yes
9696-RMYBA	Male	0	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.10	398.55	No
8690-UPCZI	Male	0	Yes	Yes	29	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	bankTransfer	69.05	1958.45	No
1062-LHZOD	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.90	69.90	Yes
9770-LXDBK	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.40	63.15	No
4086-WITJG	Male	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	1301.10	No
8344-WFMFH	Male	0	No	Yes	9	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	50.10	484.05	No
9600-NAXZN	Male	0	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	4528.00	Yes
8822-KNBHV	Female	0	No	No	48	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	83.45	3887.85	No
8404-FYDIB	Male	0	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	86.65	2208.75	No
2791-SFVEW	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	20.15	238.15	No
6457-USBER	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.80	80.80	Yes
6762-NSODU	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.40	958.15	No
4662-EKDPQ	Male	0	No	No	2	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	62.05	118.30	Yes
9248-OJYKK	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.45	76.45	Yes
9888-ZCUMM	Male	0	Yes	Yes	64	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.05	3845.45	No
3398-FSHON	Female	1	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.30	1094.50	Yes
3319-DWOEP	Male	1	Yes	No	6	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.75	573.75	Yes
1074-WVEVG	Female	0	Yes	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.35	1267.00	No
9979-RGMZT	Female	0	No	No	7	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	94.05	633.45	No
6437-UDQJM	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	84.10	6129.65	No
1226-IENZN	Male	1	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.75	1218.25	No
2108-GLPQB	Male	0	Yes	No	25	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	55.55	1405.30	No
9259-PACGQ	Female	0	Yes	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	electronicCheck	62.65	2274.90	Yes
4415-IJZTP	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	74.50	Yes
1465-VINDH	Female	0	Yes	Yes	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.10	1068.85	Yes
5474-LAMUQ	Male	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	20.10	533.90	No
3468-DRVQJ	Female	0	Yes	Yes	10	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	electronicCheck	70.30	676.15	No
1122-YJBCS	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	53.65	3804.40	No
4990-ALDGW	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.75	1118.80	No
4816-OKWNX	Male	0	Yes	Yes	50	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.40	5236.40	No
3315-IKYZQ	Male	0	Yes	Yes	28	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	mailedCheck	50.80	1386.80	No
2810-FTLEM	Female	0	No	No	16	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	50.15	762.25	Yes
4747-LCAQL	Male	0	No	No	25	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	79.00	1902.00	No
3411-WLRSQ	Female	1	Yes	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	74.60	239.05	No
0898-XCGTF	Male	0	Yes	No	61	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	96.50	5673.70	No
8006-PYCSW	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.10	39.80	No
8249-THVEC	Male	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.40	997.75	No
8722-PRFDV	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	77.55	5574.35	No
2164-SOQXL	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.05	406.05	No
4020-KIUDI	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	19.85	138.85	No
5850-BDWCY	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.20	123.65	No
2038-YSEZE	Female	0	No	No	29	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	67.45	1801.10	No
0827-ITJPH	Male	0	No	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	18.55	689.00	No
8799-OXZMD	Female	0	No	No	28	No	No phone service	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	29.75	790.70	No
1925-TIBLE	Female	0	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.50	582.50	Yes
1705-GUHPV	Female	0	No	No	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	24.20	1618.20	No
4779-ZGICK	Male	0	Yes	Yes	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	23.55	1173.35	No
0048-PIHNL	Female	0	Yes	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	bankTransfer	20.45	900.90	No
0818-OCPZO	Male	1	No	No	27	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.45	2122.05	Yes
3967-KXAPS	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	92.30	6719.90	No
1447-GIQMR	Male	0	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.15	69.15	Yes
3704-IEAXF	Female	0	Yes	Yes	72	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	53.65	3784.00	No
6810-VCAEX	Female	0	No	No	47	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	39.65	1798.65	No
0674-EYYZV	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.65	54.65	No
4480-MBMLB	Female	0	No	No	36	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.80	3886.45	No
1395-OFUWC	Male	0	Yes	Yes	43	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	29.30	1224.05	No
0822-QGCXA	Female	1	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	83.85	2310.20	No
0872-NXJYS	Female	0	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.55	723.40	Yes
2832-KJCRD	Female	0	No	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.65	3988.50	No
3588-WSTTJ	Female	1	No	No	35	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.05	3554.60	No
4075-WKNIU	Female	0	Yes	Yes	0	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	73.35	NA	No
5090-EMGTC	Female	0	Yes	No	59	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	100.05	6034.85	No
2346-CZYIL	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.35	531.60	No
3798-EPWRR	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	43.95	85.10	No
6258-NGCNG	Male	0	No	No	7	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	23.50	173.00	No
4186-ZBUEW	Female	0	No	No	36	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	70.70	2511.95	No
5274-XHAKY	Female	0	Yes	Yes	41	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	94.30	3893.60	No
1442-BQPVU	Female	0	No	No	13	No	No phone service	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	29.15	357.15	No
3978-YNKDD	Male	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	20.85	467.50	No
4940-KHCWD	Female	0	Yes	No	60	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	37.70	2288.70	No
9412-ARGBX	Female	0	No	Yes	48	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	mailedCheck	95.50	4627.85	Yes
1389-CXMLU	Male	1	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	91.05	289.10	Yes
9589-ABEPT	Male	0	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	92.45	6460.55	No
9388-ZEYVT	Male	0	No	No	43	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	electronicCheck	44.15	1931.30	No
0305-SQECB	Female	0	No	Yes	11	No	No phone service	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	36.05	402.60	No
7605-SNLQG	Female	0	Yes	No	45	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	creditCard	50.25	2221.55	No
4670-TABXH	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.75	7758.90	No
5561-NWEVX	Female	1	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	79.20	172.85	Yes
0064-SUDOG	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.30	224.50	No
8561-NMTBD	Female	0	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	112.35	7388.45	No
5161-XEUVX	Male	0	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	94.30	3460.95	No
8292-FRFZQ	Female	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	41.15	1700.90	No
8591-NXRCV	Female	0	No	No	41	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	74.65	3090.65	No
7895-VONWT	Female	0	No	No	25	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.25	1293.80	No
4526-RMTLL	Male	0	Yes	Yes	8	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	76.15	645.80	No
6253-GNHWH	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	71.10	5224.95	No
4566-NECEV	Male	0	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	96.55	500.10	No
8080-POTJR	Female	0	No	No	30	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	79.30	2427.10	No
6906-MPARY	Male	0	No	No	40	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	Yes	creditCard	89.60	3488.15	No
3662-FXJFO	Female	0	No	No	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.50	1035.70	No
8107-RZLNV	Male	0	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	106.30	7565.35	No
0516-OOHAR	Male	0	Yes	Yes	28	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	100.35	2799.00	No
2027-CWDNU	Male	0	Yes	Yes	18	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	85.60	1601.50	No
2737-WFVYW	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.25	85.50	Yes
9912-OMZDS	Female	0	Yes	Yes	59	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.15	6256.20	No
3733-ZEECP	Male	0	Yes	Yes	22	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	51.10	1232.90	No
7878-RTCZG	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.90	19.90	No
2452-MRMZF	Female	1	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	25.70	1937.40	No
2272-QAGFO	Female	1	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.30	1096.25	Yes
7103-IPXPJ	Male	0	Yes	No	50	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	99.40	5059.75	No
4342-HFXWS	Female	0	Yes	Yes	48	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	69.70	3023.65	No
3545-CNWRG	Female	0	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.35	4889.20	No
1785-BPHTP	Male	0	Yes	Yes	28	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	85.45	2289.90	No
4989-LIXVT	Male	1	No	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.90	6503.20	No
7315-WYOAW	Male	0	No	No	13	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	100.75	1313.25	No
1173-XZPYF	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	990.30	No
9850-OWRHQ	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.10	228.00	Yes
3768-NLUBH	Male	1	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.60	5746.15	Yes
8676-TRMJS	Male	0	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.00	209.10	Yes
2509-TFPJU	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.75	1864.20	No
9530-GRMJG	Male	0	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.10	5979.70	No
6898-RBTLU	Female	0	Yes	Yes	49	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	79.30	3902.45	No
5481-NTDOH	Female	1	Yes	No	67	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	107.05	7142.50	No
2068-WWXQZ	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.05	902.00	No
7359-SSBJK	Female	1	No	No	64	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	70.20	4481.00	Yes
2061-VVFST	Female	0	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	19.50	805.20	No
0685-MLYYM	Female	1	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.75	154.85	Yes
0749-IRGQE	Female	1	Yes	No	13	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	45.30	528.45	No
2380-DAMQP	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	115.15	8349.70	No
2256-YLYLP	Male	0	Yes	Yes	68	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	72.95	4953.25	No
1272-ILHFG	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.65	332.65	No
0164-XAIRP	Female	0	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.55	470.20	No
5666-CYCYZ	Female	0	No	No	24	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.55	2259.35	No
4011-ARPHK	Male	0	No	No	27	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.35	1411.35	No
8182-PNAGI	Male	0	No	No	12	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	50.25	593.75	Yes
6365-HITVU	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	87.25	6328.70	No
7558-IMLMT	Male	0	Yes	Yes	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.80	1411.90	No
9488-FYQAU	Female	0	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.25	6841.40	No
3590-TCXTB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.35	20.35	No
6994-KERXL	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.90	238.50	No
7957-RYHQD	Female	1	No	No	40	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	79.20	3233.85	Yes
2180-DXNEG	Female	0	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.00	1062.10	Yes
1960-UOTYM	Male	0	Yes	Yes	52	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	79.20	4016.30	No
2740-JFBOK	Male	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	24.00	226.55	No
6500-JVEGC	Male	0	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	101.35	7110.75	No
5515-AKOAJ	Female	0	No	No	54	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.10	5440.90	Yes
8976-OQHGT	Female	0	Yes	Yes	4	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	56.50	235.10	Yes
5245-VDBUR	Female	0	Yes	No	52	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.45	1958.95	No
6230-BSUXY	Female	1	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	Yes
8469-SNFFH	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	79.40	5528.90	No
2144-ESWKO	Male	0	No	No	43	No	No phone service	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	35.20	1463.70	No
1241-FPMOF	Male	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.65	1025.05	No
9928-BZVLZ	Female	0	No	No	12	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	49.85	552.10	No
4114-QMKVN	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	bankTransfer	68.75	3815.40	No
2775-SEFEE	Male	0	No	Yes	0	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	61.90	NA	No
9003-CPATH	Male	0	No	No	42	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	79.90	3313.40	No
1754-GKYPY	Male	1	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	89.75	1938.90	No
5294-CDGWY	Male	0	Yes	Yes	51	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	59.30	3014.65	Yes
7956-XQWGU	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	19.40	460.25	No
1591-MQJTP	Male	1	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	93.65	4839.15	No
5295-PCJOO	Male	0	No	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.40	184.40	Yes
2369-FEVNO	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.90	19.90	No
9863-JZAIC	Male	0	No	No	35	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.00	2010.55	Yes
7471-MQPOS	Male	1	Yes	Yes	71	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	72.90	5139.65	No
7660-HDPJV	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.20	69.20	Yes
5115-SQAAU	Female	0	Yes	Yes	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.60	1673.40	No
9845-QOMAD	Male	0	Yes	Yes	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	19.75	309.35	No
7672-VFMXZ	Male	0	Yes	No	57	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	55.70	3171.60	No
9739-JLPQJ	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	117.50	8670.10	No
9916-AYHTC	Male	0	No	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.85	916.00	No
3855-ONCAR	Female	0	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	78.90	299.75	No
1488-SYSFC	Male	0	Yes	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	20.65	702.05	No
7931-PXHFC	Male	0	No	No	38	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	62.30	2354.80	Yes
3990-QYKBE	Male	1	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.50	3473.40	Yes
0970-QXPXW	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	19.65	19.65	No
3259-KNMRR	Male	1	No	No	57	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	79.75	4438.20	No
6120-RJKLU	Female	1	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.95	4819.75	No
9572-WUKSB	Male	0	Yes	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.90	92.25	No
5893-KCLGT	Female	0	No	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	19.75	1567.00	No
0076-LVEPS	Male	0	No	Yes	29	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	45.00	1242.45	No
3640-JQGJG	Male	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.80	559.20	No
4919-MOAVT	Male	0	No	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	220.10	Yes
1596-OQSPS	Female	0	No	No	11	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	51.10	531.15	No
9867-XOBQA	Female	0	No	Yes	21	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	53.15	1183.20	No
9546-KDTRB	Female	0	No	No	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	bankTransfer	24.70	465.85	No
3090-HAWSU	Male	0	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.60	6876.05	Yes
9820-RMCQV	Female	0	No	No	11	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	48.55	501.00	Yes
3174-RKMOW	Male	0	Yes	Yes	35	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.95	3782.40	No
1760-CAZHT	Male	0	No	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.80	460.20	No
7839-QRKXN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.20	20.20	Yes
8441-SHIPE	Female	0	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	25.60	1790.35	No
5204-QZXPU	Male	0	No	No	19	No	No phone service	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.65	733.35	Yes
4597-ELFTS	Male	0	No	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	24.90	1334.00	Yes
1320-GVNHT	Male	0	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	108.40	7767.25	No
1047-RNXZV	Male	0	No	No	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.55	876.15	No
3541-ZNUHK	Female	0	Yes	Yes	55	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	85.10	4600.95	No
8450-JOVAH	Male	0	Yes	Yes	2	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	56.70	113.55	Yes
8725-JEDFD	Male	0	No	No	27	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.05	1793.25	No
7562-UXTPG	Female	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	886.70	No
8071-SBTRN	Female	0	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	mailedCheck	111.15	7737.55	No
1113-IUJYX	Female	0	Yes	No	14	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	mailedCheck	105.95	1348.90	Yes
6668-CNMFP	Female	0	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	bankTransfer	89.35	1686.85	No
5626-MGTUK	Female	0	No	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	89.10	1879.25	No
5681-LLOEI	Male	0	Yes	Yes	43	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	91.25	4013.80	No
8212-DJRCH	Male	0	Yes	Yes	5	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	90.35	434.50	No
4323-OHFOW	Female	1	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.55	7195.35	No
4933-BSAIP	Female	0	Yes	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.10	780.10	No
2030-BTZRO	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.40	107.60	No
1116-DXXDF	Male	0	No	No	39	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	100.45	3801.70	No
9274-CNFMO	Male	1	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.95	308.70	Yes
7758-XKCBS	Male	0	No	No	15	No	No phone service	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.70	438.25	Yes
8992-JQYUN	Male	0	Yes	No	1	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.35	50.35	Yes
6563-VNPMN	Female	1	No	No	45	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	85.70	3778.10	No
0617-AQNWT	Female	0	Yes	No	64	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	electronicCheck	47.85	3147.50	Yes
2267-WTPYD	Female	1	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	94.00	5438.95	No
0270-THENM	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.85	5102.35	No
2446-PLQVO	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes
4707-MAXGU	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.85	1872.20	No
2710-WYVXG	Female	0	No	No	3	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	71.10	213.35	No
3005-NFMTA	Male	1	No	No	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.80	5617.75	Yes
6300-BWMJX	Female	0	Yes	No	59	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	93.35	5386.50	No
8784-CGILN	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	99.85	1776.95	Yes
5389-FFVKB	Male	1	Yes	No	32	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	80.30	2483.05	Yes
7009-LGECI	Female	0	No	No	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.55	235.65	No
8444-WRIDW	Female	1	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.45	5224.35	Yes
5022-KVDQT	Male	0	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.30	2272.80	No
7976-CICYS	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	creditCard	20.70	83.75	No
1036-GUDCL	Male	0	Yes	Yes	60	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	79.05	4663.40	No
2005-DWQZJ	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	19.05	201.70	No
8148-WOCMK	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.60	125.00	No
7815-PDTHL	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	20.20	684.40	No
9451-LPGOO	Male	0	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.80	620.35	Yes
9173-IVZVP	Female	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.90	1146.05	No
9129-UXERG	Female	1	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	103.60	1806.35	No
3635-JBPSG	Female	0	No	No	15	No	No phone service	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	mailedCheck	38.80	603.00	No
7964-ZRKKG	Male	0	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	88.40	5798.30	No
5868-YWPDW	Male	1	Yes	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.20	519.15	Yes
6229-LSCKB	Male	1	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.70	497.60	No
2025-JKFWI	Male	0	No	No	13	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.00	1301.70	Yes
4078-SAYYN	Female	0	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.75	1129.75	Yes
1724-IQWNM	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.30	19.30	No
8217-QYOHV	Male	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.75	266.95	No
5546-QUERU	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	mailedCheck	19.95	257.00	No
9940-HPQPG	Female	0	Yes	No	9	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	91.75	865.80	Yes
6897-UUBNU	Male	0	No	No	29	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	89.65	2623.65	No
6127-IYJOZ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	No
6618-RYATB	Female	0	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.55	79.55	Yes
8930-XOTDP	Female	0	Yes	Yes	18	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.95	1082.80	No
5916-QEWPT	Female	0	Yes	No	2	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	69.00	147.80	No
5060-TQUQN	Male	0	Yes	Yes	30	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	83.55	2570.20	No
0531-XBKMM	Male	0	No	Yes	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	65.70	4378.90	No
8465-SBRXP	Male	0	Yes	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	94.90	3616.25	No
2408-PSJVE	Male	0	Yes	Yes	44	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	61.90	2924.05	No
9079-YEXQJ	Female	0	No	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	111.10	6014.85	Yes
9700-ZCLOT	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.00	32.70	No
8738-JOKAR	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	67.70	2882.25	No
4534-WGCIR	Female	0	Yes	Yes	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	25.15	1509.90	No
1930-WNXSB	Male	0	Yes	Yes	58	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.85	5305.05	No
2685-SREOM	Female	0	Yes	Yes	25	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.10	2368.40	Yes
3508-CFVZL	Female	0	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	111.30	7985.90	No
0402-CQAJN	Female	0	No	No	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.90	3545.35	Yes
6692-UDPJC	Female	0	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	91.65	1301.00	Yes
1273-MTETI	Female	1	No	No	4	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.85	372.45	Yes
0657-DOGUM	Female	0	Yes	No	48	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	60.60	2985.25	No
5480-HPRRX	Female	1	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.30	77.75	Yes
8792-AOROI	Female	0	Yes	No	8	Yes	No	DSL	Yes	No	No	Yes	No	Yes	twoYear	No	mailedCheck	65.50	564.35	No
0295-PPHDO	Male	0	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	95.45	Yes
5146-YYFRZ	Male	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.95	1311.75	No
1195-OIYEJ	Male	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.10	1135.70	Yes
5906-CVLHP	Female	0	Yes	Yes	45	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.15	2319.80	Yes
3452-SRFEG	Male	0	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.60	3720.35	No
4070-OKWVH	Female	0	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	bankTransfer	94.60	5025.80	No
5297-MDOIR	Female	0	Yes	No	63	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	81.15	5224.50	No
6369-MCAKO	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.05	6185.80	No
4926-UMJZD	Female	0	Yes	No	31	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.20	1498.55	No
6848-HJTXY	Female	0	Yes	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.45	1208.60	No
6341-AEVKX	Female	0	Yes	No	62	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.30	6613.65	No
4501-EQDRN	Female	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.70	69.70	Yes
2990-HWIML	Female	0	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	573.30	Yes
0682-USIXD	Female	0	Yes	No	21	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	86.05	1818.90	No
6976-BWGLQ	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	25.20	1787.35	No
7078-NVFAM	Female	0	Yes	Yes	32	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	35.15	1051.05	No
8065-QBYTO	Female	1	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	99.65	7181.25	No
2133-TSRRM	Female	0	No	Yes	34	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	3688.60	No
7384-GHBPI	Male	0	Yes	No	3	No	No phone service	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.15	99.75	Yes
7603-USHJS	Male	0	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.75	871.40	Yes
7234-FECYN	Female	1	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.35	780.50	Yes
2511-ALLCS	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	24.30	821.60	No
3191-CSNMG	Female	0	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.70	239.45	No
7952-OBOYL	Male	0	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	89.85	244.45	No
7470-DYNOE	Male	0	No	No	53	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	61.10	3357.90	No
7853-OETYL	Female	0	Yes	No	4	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	29.05	129.60	No
1545-ACTAS	Female	0	Yes	Yes	48	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	99.70	4977.20	No
5876-HZVZM	Female	0	Yes	Yes	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	creditCard	55.90	365.35	Yes
1400-MMYXY	Male	1	Yes	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	334.65	Yes
5126-RCXYW	Male	0	Yes	Yes	54	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	creditCard	46.00	2424.05	No
3085-QUOZK	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.95	43.95	Yes
2363-BJLSL	Male	0	No	No	62	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	80.40	4981.15	No
1956-YIFGE	Male	0	Yes	Yes	22	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	100.05	2090.25	No
3926-CUQZX	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.10	45.10	Yes
7921-LMDFQ	Male	1	No	No	51	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	94.00	4905.75	No
2925-MXLSX	Female	0	No	No	30	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	68.95	2038.70	No
5820-PTRYM	Female	1	Yes	No	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	68.45	4014.00	No
9609-BENEA	Male	0	Yes	No	35	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	69.00	2441.70	No
6211-WHMYA	Female	1	No	No	64	No	No phone service	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	43.85	2751.00	No
4459-BBGHE	Male	0	No	Yes	30	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.50	1307.80	No
9945-PSVIP	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	mailedCheck	18.70	383.65	No
1041-RXHRA	Female	0	No	No	41	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.25	2868.05	Yes
1750-CSKKM	Male	0	No	Yes	9	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	55.35	449.75	Yes
9108-EJFJP	Female	0	Yes	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	53.55	53.55	No
0530-IJVDB	Male	0	No	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.60	7882.50	No
0508-SQWPL	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	20.10	1087.70	No
2215-ZAFGX	Male	0	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.50	791.70	No
8213-TAZPM	Female	0	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.75	7493.05	No
7142-HVGBG	Male	1	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.00	4414.30	Yes
1304-SEGFY	Female	0	Yes	No	72	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	97.85	6841.30	No
7242-EDTYC	Male	0	No	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	19.55	819.95	No
2904-GGUAZ	Female	0	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	84.05	6052.25	No
8267-ZNYVZ	Female	0	Yes	No	33	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.75	3361.05	Yes
5136-GFPMB	Male	0	No	No	54	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	89.40	4869.50	No
2595-KIWPV	Male	0	No	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	creditCard	19.70	509.30	No
5243-SAOTC	Male	0	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.85	4308.25	No
9398-MMQTO	Male	0	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.45	221.10	No
7619-PLRLP	Female	0	Yes	No	53	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	74.10	3833.95	No
6457-GIRWB	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	69.35	Yes
6508-NJYRO	Male	0	Yes	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	mailedCheck	18.80	294.95	No
1450-SKCVI	Female	0	No	No	56	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.85	4092.85	Yes
4710-NKCAW	Male	0	Yes	Yes	5	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	64.40	316.90	No
5306-BVTKJ	Male	0	Yes	Yes	48	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	creditCard	55.80	2651.20	No
0357-NVCRI	Female	0	No	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	creditCard	20.05	471.70	No
5570-PTWEH	Female	0	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.15	216.75	Yes
2371-KFUOG	Male	0	No	No	58	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	99.15	5720.95	No
0463-ZSDNT	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	56.75	503.25	No
6502-MJQAE	Male	0	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes
6257-DTAYD	Male	0	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.15	7365.30	No
4616-ULAOA	Female	0	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	7245.90	No
7693-LCKZL	Male	0	Yes	Yes	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.15	385.00	Yes
7746-AWNQW	Female	0	No	No	28	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	35.75	961.40	No
5996-EBTKM	Female	0	Yes	Yes	67	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	69.90	4615.90	No
2758-RNWXS	Male	0	No	No	35	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	89.20	3251.30	No
2314-TNDJQ	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	55.65	3880.05	No
2405-LBMUW	Female	0	Yes	Yes	61	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	50.70	3088.75	No
3454-JFUBC	Male	1	No	No	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	20.00	1396.00	No
0032-PGELS	Female	0	Yes	Yes	1	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	30.50	30.50	Yes
9039-ZVJDC	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.10	53.05	No
6797-LNAQX	Male	0	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	98.30	6859.50	Yes
9013-AQORL	Female	0	No	Yes	48	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	45.55	2108.35	No
2898-MRKPI	Male	0	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	101.05	6770.50	No
2750-BJLSB	Female	0	No	No	47	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.70	4730.60	No
3648-GZPHF	Male	0	Yes	Yes	32	No	No phone service	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	36.25	1151.05	No
2075-RMJIK	Female	0	Yes	Yes	5	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	49.40	232.55	No
9588-YRFHY	Male	0	No	No	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	creditCard	19.90	1022.60	No
6394-MFYNG	Female	0	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	107.40	5121.30	Yes
1564-NTYXF	Female	1	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	82.00	1127.20	Yes
9364-YKUVW	Male	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	19.80	309.40	No
5392-AKEMH	Female	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.05	523.10	No
2451-YMUXS	Male	1	No	No	67	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	64.55	4250.10	No
3914-FDRHP	Male	0	No	No	9	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	86.25	770.50	No
3078-ZKNTS	Female	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	19.75	246.70	No
1024-KPRBB	Female	0	No	No	38	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	mailedCheck	89.10	3342.00	No
4690-PKDQG	Female	1	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.55	3930.60	No
8155-IBNHG	Female	0	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.40	1747.85	Yes
0886-QGENL	Female	1	Yes	No	27	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	2754.45	Yes
9547-ITEFG	Male	0	Yes	Yes	9	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.60	897.75	No
1264-FUHCX	Female	0	Yes	No	49	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	56.30	2780.60	No
7789-CRUVC	Female	1	Yes	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	94.20	5895.45	No
6598-KELSS	Male	0	No	Yes	50	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	43.05	2208.05	No
8739-WWKDU	Male	1	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.50	2196.15	Yes
8685-WHQPW	Female	1	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.40	1692.60	Yes
4745-LSPLO	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	No	mailedCheck	20.50	20.50	Yes
8083-YTZES	Male	0	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	265.35	Yes
7240-FQLHE	Female	1	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	99.75	1836.25	Yes
6664-FPDAC	Female	1	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.95	6418.90	Yes
9972-VAFJJ	Female	1	Yes	No	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	94.00	4871.45	No
0422-UXFAP	Female	0	Yes	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	98.85	4947.55	No
1904-WAJAA	Female	0	Yes	Yes	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	64.35	1558.65	No
5130-YPIRV	Female	0	Yes	No	62	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	72.00	4284.20	No
2843-CQMEG	Male	0	No	No	24	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.70	1218.25	No
6439-PKTRR	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	electronicCheck	80.70	5617.95	No
5351-QESIO	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.20	24.20	No
0786-VSSUD	Male	1	No	No	16	No	No phone service	DSL	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	39.00	679.85	Yes
5568-DMXZS	Female	0	No	No	8	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	65.45	554.45	No
8468-FZTOE	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	electronicCheck	74.35	5237.40	No
6633-SYEUS	Female	0	No	No	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	83.20	2032.30	No
6447-GORXK	Male	0	No	Yes	31	No	No phone service	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.00	789.20	No
6967-PEJLL	Male	0	Yes	Yes	37	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	40.20	1525.35	No
3976-BWUCK	Female	0	Yes	No	30	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	94.10	2804.45	Yes
5981-ZVXOT	Female	1	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.35	3726.15	No
1684-FLBGS	Female	0	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	69.50	1652.10	No
1389-WNUIB	Female	0	Yes	Yes	20	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	bankTransfer	76.00	1588.75	No
0376-OIWME	Male	0	Yes	No	36	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.60	3366.05	No
3585-ISXZP	Female	0	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	95.65	778.10	Yes
0218-QNVAS	Male	0	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	100.55	7113.75	No
6583-QGCSI	Female	1	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.05	4367.35	Yes
0804-YGEQV	Female	0	Yes	Yes	43	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	Yes	bankTransfer	24.45	993.15	No
7164-BPTUT	Male	0	No	Yes	57	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	89.55	5012.35	No
4174-LPGTI	Female	0	Yes	Yes	41	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	66.50	2728.60	Yes
2523-EWWZL	Female	0	Yes	No	27	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	76.10	2093.40	No
0928-XUTSN	Female	0	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.50	1011.80	No
2108-XWMPY	Male	0	No	No	3	No	No phone service	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	35.45	106.85	Yes
0052-YNYOT	Female	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	electronicCheck	20.55	1343.40	No
6304-IJFSQ	Male	0	No	No	3	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.90	130.10	Yes
9586-JGQKH	Female	0	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.40	6794.75	No
4501-VCPFK	Male	0	No	No	26	No	No phone service	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	35.75	1022.50	No
6075-SLNIL	Male	0	No	No	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	95.10	3691.20	No
9347-AERRL	Male	0	Yes	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	oneYear	No	creditCard	19.30	486.20	No
0093-XWZFY	Male	0	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	4036.85	Yes
2274-XUATA	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.10	4685.55	No
1980-KXVPM	Female	1	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.05	256.25	Yes
7703-ZEKEF	Male	0	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.00	1917.10	Yes
0723-DRCLG	Female	1	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.45	74.45	Yes
5482-NUPNA	Female	0	No	No	4	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	60.40	272.15	Yes
6691-CCIHA	Female	0	Yes	No	62	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.95	5150.55	No
1685-BQULA	Female	0	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	93.40	3756.40	No
9053-EJUNL	Male	0	No	No	41	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.20	3645.75	No
0666-UXTJO	Male	1	Yes	No	34	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.20	2874.45	No
1471-GIQKQ	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	49.95	49.95	No
4807-IZYOZ	Female	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	bankTransfer	20.65	1020.75	No
1122-JWTJW	Male	0	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.65	70.65	Yes
9710-NJERN	Female	0	No	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	No	mailedCheck	20.15	826.00	No
9837-FWLCH	Male	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	electronicCheck	19.20	239.00	No
1699-HPSBG	Male	0	No	No	12	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	Yes	electronicCheck	59.80	727.80	Yes
7203-OYKCT	Male	0	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.95	7544.30	No
1035-IPQPU	Female	1	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.50	6479.40	No
7398-LXGYX	Male	0	Yes	No	44	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.80	3626.35	No
2823-LKABH	Female	0	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.05	1679.40	No
8775-CEBBJ	Female	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.20	403.35	Yes
0550-DCXLH	Male	0	No	No	13	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	No	mailedCheck	73.35	931.55	No
9281-CEDRU	Female	0	Yes	No	68	Yes	No	DSL	No	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	64.10	4326.25	No
2235-DWLJU	Female	1	No	No	6	No	No phone service	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.40	263.05	No
0871-OPBXW	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	MtM	Yes	mailedCheck	20.05	39.25	No
3605-JISKB	Male	1	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	No	creditCard	60.00	3316.10	No
6894-LFHLY	Male	1	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.75	75.75	Yes
9767-FFLEM	Male	0	No	No	38	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.50	2625.25	No
0639-TSIQW	Female	0	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	102.95	6886.25	Yes
8456-QDAVC	Male	0	No	No	19	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	78.70	1495.10	No
7750-EYXWZ	Female	0	No	No	12	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	60.65	743.30	No
2569-WGERO	Female	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	twoYear	Yes	bankTransfer	21.15	1419.40	No
6840-RESVB	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	84.80	1990.50	No
2234-XADUH	Female	0	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	103.20	7362.90	No
4801-JZAZL	Female	0	Yes	Yes	11	No	No phone service	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	29.60	346.45	No
8361-LTMKD	Male	1	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.40	306.60	Yes
3186-AJIEK	Male	0	No	No	66	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.65	6844.50	No

clean <- read.csv(file = "cleanData.csv", header = TRUE, sep = ",", 
                stringsAsFactors = T)

kable(clean, caption = "TIDIED DATA")

TIDIED DATA

gender	seniorcitizen	partner	dependents	tenure	phoneservice	multiplelines	internetservice	onlinesecurity	onlinebackup	deviceprotection	techsupport	streamingtv	streamingmovies	contract	paperlessbilling	paymentmethod	monthlycharges	totalcharges	churn	paymentmethodAuto	tenure3	tenure4
Female	Yes	Yes	No	1	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.85	29.85	No	check	shortTerm	q1
Male	Yes	No	No	34	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	56.95	1889.50	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	53.85	108.15	Yes	check	shortTerm	q1
Male	Yes	No	No	45	No	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	bankTransfer	42.30	1840.75	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.70	151.65	Yes	check	shortTerm	q1
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.65	820.50	Yes	check	shortTerm	q1
Male	Yes	No	Yes	22	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	89.10	1949.40	No	auto	midTerm	q2
Female	Yes	No	No	10	No	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.75	301.90	No	check	shortTerm	q2
Female	Yes	Yes	No	28	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.80	3046.05	Yes	check	midTerm	q2
Male	Yes	No	Yes	62	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	bankTransfer	56.15	3487.95	No	auto	longTerm	q4
Male	Yes	Yes	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	49.95	587.45	No	check	shortTerm	q2
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	18.95	326.80	No	auto	shortTerm	q2
Male	Yes	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	creditCard	100.35	5681.10	No	auto	midTerm	q4
Male	Yes	No	No	49	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	103.70	5036.30	Yes	auto	midTerm	q3
Male	Yes	No	No	25	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.50	2686.05	No	check	midTerm	q2
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	113.25	7895.15	No	auto	longTerm	q4
Female	Yes	No	No	52	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.65	1022.95	No	check	midTerm	q3
Male	Yes	No	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	106.70	7382.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	10	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	creditCard	55.20	528.35	Yes	auto	shortTerm	q2
Female	Yes	No	No	21	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	90.05	1862.90	No	check	midTerm	q2
Male	No	No	No	1	No	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	39.65	39.65	Yes	check	shortTerm	q1
Male	Yes	Yes	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.80	202.25	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.15	20.15	Yes	check	shortTerm	q1
Female	Yes	Yes	No	58	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	Yes	creditCard	59.90	3505.10	No	auto	midTerm	q4
Male	Yes	Yes	Yes	49	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	59.60	2970.30	No	auto	midTerm	q3
Female	Yes	No	No	30	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	55.30	1530.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	47	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.35	4749.15	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	1	No	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.20	30.20	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.25	6369.45	No	auto	longTerm	q4
Female	Yes	No	Yes	17	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	64.70	1093.10	Yes	check	shortTerm	q2
Female	No	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	96.35	6766.95	No	auto	longTerm	q4
Male	No	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.50	181.65	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	27	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	66.15	1874.45	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.20	20.20	No	auto	shortTerm	q1
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.25	45.25	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	99.90	7251.70	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	316.90	Yes	check	shortTerm	q1
Female	Yes	No	No	46	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	74.80	3548.30	No	auto	midTerm	q3
Male	Yes	No	No	34	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.35	3549.25	Yes	check	midTerm	q3
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	97.85	1105.40	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	10	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	mailedCheck	49.55	475.70	No	check	shortTerm	q2
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	69.20	4872.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.75	418.25	No	check	shortTerm	q2
Female	Yes	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	79.85	4861.45	No	auto	longTerm	q4
Female	Yes	Yes	No	13	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	76.20	981.45	No	check	shortTerm	q2
Female	Yes	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.50	3906.70	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.25	97.00	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.65	144.15	Yes	check	shortTerm	q1
Male	Yes	No	No	52	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	79.75	4217.80	No	auto	midTerm	q3
Female	Yes	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	64.15	4254.10	No	auto	longTerm	q4
Female	No	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.25	3838.75	No	check	midTerm	q3
Female	Yes	No	No	15	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.10	1426.40	Yes	auto	shortTerm	q2
Female	No	Yes	No	25	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	69.50	1752.65	No	auto	midTerm	q2
Female	No	Yes	No	8	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.65	633.30	Yes	auto	shortTerm	q1
Female	No	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	74.85	4456.35	No	auto	midTerm	q4
Male	No	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	1752.55	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	63	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	creditCard	99.65	6311.20	No	auto	longTerm	q4
Male	No	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	108.45	7076.35	No	check	longTerm	q4
Female	Yes	Yes	Yes	34	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.95	894.30	No	auto	midTerm	q3
Female	Yes	No	No	72	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	107.50	7853.70	No	auto	longTerm	q4
Female	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	4707.10	No	check	midTerm	q3
Male	Yes	No	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.90	5450.70	No	auto	midTerm	q4
Male	Yes	Yes	No	72	No	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	42.10	2962.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	18	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	creditCard	54.40	957.10	No	auto	shortTerm	q2
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.40	857.25	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	75.30	244.10	No	check	shortTerm	q1
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	electronicCheck	78.90	3650.35	No	check	midTerm	q3
Female	Yes	No	No	31	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	79.20	2497.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.15	930.90	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.85	887.35	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	49.05	49.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	20.40	1090.65	No	check	midTerm	q3
Male	No	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.60	7099.00	No	auto	longTerm	q4
Male	Yes	Yes	Yes	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.25	1424.60	No	auto	longTerm	q4
Female	Yes	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	64.50	177.40	No	auto	shortTerm	q1
Female	No	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	110.50	6139.50	No	check	midTerm	q4
Female	Yes	No	No	46	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	creditCard	55.65	2688.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	8	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.65	482.25	No	check	shortTerm	q1
Male	No	No	No	30	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	74.75	2111.30	No	check	midTerm	q3
Female	Yes	Yes	Yes	45	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	25.90	1216.60	No	auto	midTerm	q3
Female	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.35	79.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	11	No	No	DSL	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	50.55	565.35	No	check	shortTerm	q2
Female	Yes	Yes	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.15	496.90	Yes	auto	shortTerm	q1
Female	Yes	No	No	42	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.80	4327.50	No	auto	midTerm	q3
Female	Yes	Yes	No	49	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.15	973.35	No	auto	midTerm	q3
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.30	918.75	No	auto	shortTerm	q1
Female	Yes	Yes	No	35	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	bankTransfer	62.15	2215.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.65	1057.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.95	927.10	No	check	midTerm	q3
Male	Yes	Yes	No	29	No	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	33.75	1009.25	No	check	midTerm	q2
Male	Yes	Yes	Yes	30	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	82.05	2570.20	No	auto	midTerm	q3
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	electronicCheck	74.70	74.70	No	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.00	5714.25	No	check	longTerm	q4
Female	Yes	No	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	111.05	7107.00	No	auto	longTerm	q4
Male	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	100.90	7459.05	No	auto	longTerm	q4
Female	Yes	No	No	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.95	927.35	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	66.85	4748.70	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	21.05	113.85	Yes	check	shortTerm	q1
Male	Yes	No	No	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	21.00	1107.20	No	auto	midTerm	q3
Female	No	Yes	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	2514.50	Yes	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	20.20	No	check	shortTerm	q1
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.45	19.45	No	check	shortTerm	q1
Male	Yes	No	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	95.00	3605.60	No	auto	midTerm	q3
Female	No	Yes	No	66	No	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	45.55	3027.25	No	auto	longTerm	q4
Male	Yes	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.00	7611.85	Yes	auto	longTerm	q4
Male	Yes	No	No	5	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.30	100.20	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	104.15	7303.05	No	check	longTerm	q4
Female	Yes	No	No	32	No	No	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	30.15	927.65	No	check	midTerm	q3
Male	Yes	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	mailedCheck	94.35	3921.30	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.40	1363.25	No	auto	longTerm	q4
Male	Yes	Yes	No	55	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	96.75	5238.90	Yes	check	midTerm	q3
Female	Yes	No	No	52	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	57.95	3042.25	No	auto	midTerm	q3
Female	Yes	No	No	43	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.65	3954.10	No	check	midTerm	q3
Female	No	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	2868.15	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	64	No	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	54.60	3423.50	No	check	longTerm	q4
Male	Yes	Yes	Yes	3	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	89.85	248.40	No	check	shortTerm	q1
Female	Yes	No	No	36	No	No	DSL	Yes	No	No	No	No	No	twoYear	No	bankTransfer	31.05	1126.35	No	auto	midTerm	q3
Female	Yes	Yes	Yes	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	1064.65	Yes	check	shortTerm	q2
Female	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.65	835.15	No	check	midTerm	q3
Male	Yes	Yes	Yes	27	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	85.20	2151.60	No	auto	midTerm	q2
Female	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	99.80	5515.45	No	auto	midTerm	q4
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.70	112.75	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	229.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.70	350.35	No	check	shortTerm	q1
Female	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.85	62.90	No	check	shortTerm	q1
Male	Yes	No	No	33	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	twoYear	Yes	electronicCheck	88.95	3027.65	No	check	midTerm	q3
Female	No	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.05	2135.50	Yes	check	midTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	23.55	1723.95	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	19.75	No	check	shortTerm	q1
Male	No	No	No	71	No	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	56.45	3985.35	No	check	longTerm	q4
Female	Yes	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.95	1215.65	No	check	shortTerm	q2
Female	Yes	Yes	Yes	25	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	58.60	1502.65	Yes	auto	midTerm	q2
Male	Yes	No	No	67	Yes	No	DSL	No	No	No	Yes	No	No	twoYear	No	bankTransfer	50.55	3260.10	No	auto	longTerm	q4
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.45	35.45	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.35	81.25	Yes	check	shortTerm	q1
Female	Yes	No	No	43	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.70	1188.20	No	auto	midTerm	q3
Female	Yes	No	No	23	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.00	1778.50	No	auto	midTerm	q2
Female	Yes	Yes	Yes	64	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.20	1277.75	No	check	longTerm	q4
Male	Yes	No	Yes	57	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.60	1170.55	No	check	midTerm	q4
Female	No	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.45	70.45	Yes	check	shortTerm	q1
Female	No	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.05	6425.65	No	auto	longTerm	q4
Female	Yes	No	No	8	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	No	electronicCheck	71.15	563.65	Yes	check	shortTerm	q1
Female	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	101.05	5971.25	No	auto	longTerm	q4
Male	Yes	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	84.30	5289.05	No	auto	longTerm	q4
Male	No	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.95	1756.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	99.05	6416.70	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.60	61.35	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.65	45.65	Yes	check	shortTerm	q1
Male	Yes	No	Yes	30	Yes	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	64.50	1929.95	No	auto	midTerm	q3
Male	Yes	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	69.50	1071.40	No	check	shortTerm	q2
Female	Yes	Yes	Yes	8	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	68.55	564.35	No	check	shortTerm	q1
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	95.00	655.50	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	108.15	7930.55	No	auto	longTerm	q4
Male	Yes	Yes	Yes	62	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	86.10	5215.25	No	check	longTerm	q4
Female	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	113.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	14	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	80.90	1152.80	No	auto	shortTerm	q2
Female	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	84.15	1821.95	No	auto	midTerm	q2
Male	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.15	419.90	No	check	midTerm	q2
Male	Yes	Yes	Yes	16	Yes	No	DSL	Yes	No	Yes	No	Yes	No	twoYear	No	mailedCheck	64.25	1024.00	No	check	shortTerm	q2
Male	Yes	No	No	10	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.70	251.60	No	auto	shortTerm	q2
Female	Yes	No	Yes	13	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	56.00	764.55	No	check	shortTerm	q2
Female	Yes	Yes	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	82.40	1592.35	Yes	check	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	135.20	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	73.90	3958.25	No	auto	midTerm	q3
Female	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.60	233.90	No	check	shortTerm	q2
Male	Yes	Yes	No	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.90	1363.45	No	check	longTerm	q4
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.90	273.00	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.05	6254.45	No	auto	longTerm	q4
Male	No	Yes	No	58	No	No	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	45.30	2651.20	Yes	check	midTerm	q4
Female	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.40	321.40	No	check	shortTerm	q2
Male	Yes	Yes	No	43	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	bankTransfer	84.25	3539.25	No	auto	midTerm	q3
Female	Yes	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.40	242.80	Yes	check	shortTerm	q1
Male	Yes	Yes	No	14	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.95	1181.75	No	check	shortTerm	q2
Female	Yes	Yes	No	53	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	94.85	5000.20	Yes	auto	midTerm	q3
Female	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.55	654.55	No	auto	midTerm	q3
Female	Yes	Yes	No	34	Yes	Yes	No	No	No	No	No	No	No	MtM	No	electronicCheck	24.70	780.20	No	check	midTerm	q3
Female	No	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.45	1145.70	Yes	check	shortTerm	q2
Female	No	No	No	7	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	76.45	503.60	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	15	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	1559.25	No	auto	shortTerm	q2
Male	Yes	Yes	No	61	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.55	1252.00	No	auto	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	29.95	29.95	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.30	45.30	No	check	shortTerm	q1
Male	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	84.50	662.65	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	33	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	creditCard	74.75	2453.30	No	auto	midTerm	q3
Female	Yes	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.25	1111.65	Yes	check	shortTerm	q2
Female	Yes	Yes	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.80	24.80	Yes	check	shortTerm	q1
Male	Yes	No	No	20	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	51.80	1023.85	No	check	shortTerm	q2
Male	Yes	No	No	3	No	No	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	30.40	82.15	No	check	shortTerm	q1
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.65	244.80	No	check	shortTerm	q2
Female	Yes	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	56.60	2379.10	No	auto	midTerm	q3
Male	Yes	Yes	Yes	43	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	creditCard	71.90	3173.35	No	auto	midTerm	q3
Male	Yes	Yes	No	6	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	91.00	531.00	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.75	1375.40	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	109.70	8129.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.30	1192.70	No	auto	midTerm	q4
Female	Yes	Yes	No	20	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	96.55	1901.65	No	check	shortTerm	q2
Male	Yes	Yes	Yes	24	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.10	587.40	No	auto	midTerm	q2
Male	Yes	No	No	59	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.35	6519.75	No	check	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	112.25	8041.65	No	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.75	20.75	No	check	shortTerm	q1
Female	Yes	Yes	No	27	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	creditCard	101.90	2681.15	No	auto	midTerm	q2
Female	Yes	No	No	14	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	80.05	1112.30	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	105.55	7405.50	No	check	longTerm	q4
Male	Yes	No	Yes	13	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	78.30	1033.95	No	auto	shortTerm	q2
Male	Yes	No	No	44	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	68.85	2958.95	No	auto	midTerm	q3
Female	Yes	No	No	33	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	79.95	2684.85	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	55.45	4179.20	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	79.90	79.90	Yes	check	shortTerm	q1
Female	Yes	No	No	19	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.60	1934.45	Yes	check	shortTerm	q2
Male	Yes	Yes	No	64	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	102.45	6654.10	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	46.00	84.50	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	25.25	No	check	shortTerm	q1
Male	Yes	No	Yes	61	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	1124.20	No	check	longTerm	q4
Female	Yes	Yes	Yes	29	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	20.00	540.05	No	check	midTerm	q2
Male	No	Yes	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.80	1975.85	No	check	midTerm	q2
Female	Yes	Yes	No	57	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	58.75	3437.45	No	auto	midTerm	q4
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	45.25	3139.80	No	auto	longTerm	q4
Male	Yes	Yes	No	66	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	56.60	3789.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	65	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.20	5324.50	No	auto	longTerm	q4
Female	Yes	No	No	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	80.00	624.60	No	auto	shortTerm	q1
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	268.35	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.75	1836.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	20.20	20.20	No	check	shortTerm	q1
Male	Yes	Yes	No	4	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.05	179.35	Yes	check	shortTerm	q1
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.35	219.35	No	auto	shortTerm	q2
Male	Yes	No	No	24	No	No	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	mailedCheck	50.60	1288.75	No	check	midTerm	q2
Female	Yes	Yes	Yes	31	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	81.15	2545.75	No	check	midTerm	q3
Female	Yes	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.20	55.20	Yes	check	shortTerm	q1
Male	Yes	No	No	30	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	89.90	2723.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	85.30	4107.25	No	auto	midTerm	q3
Male	Yes	No	No	54	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	108.00	5760.65	No	auto	midTerm	q3
Male	Yes	No	No	50	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	93.50	4747.50	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	84.60	84.60	Yes	check	shortTerm	q1
Female	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.25	1566.90	No	auto	longTerm	q4
Female	Yes	No	No	29	Yes	Yes	No	No	No	No	No	No	No	MtM	No	electronicCheck	25.15	702.00	No	check	midTerm	q2
Male	Yes	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	54.40	114.10	Yes	check	shortTerm	q1
Female	Yes	No	No	10	No	No	DSL	No	No	No	Yes	No	No	twoYear	Yes	mailedCheck	29.60	299.05	No	check	shortTerm	q2
Male	Yes	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.15	1305.95	No	check	shortTerm	q2
Female	No	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.00	1120.30	Yes	check	shortTerm	q2
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	284.35	No	check	shortTerm	q2
Female	Yes	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.60	6350.50	No	auto	longTerm	q4
Male	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	109.20	7878.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	41	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	creditCard	74.70	3187.65	No	auto	midTerm	q3
Female	No	Yes	No	65	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	94.40	6126.15	No	check	longTerm	q4
Female	No	No	No	13	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	54.80	731.30	No	check	shortTerm	q2
Male	No	No	No	4	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.35	273.40	No	check	shortTerm	q1
Male	Yes	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	Yes	oneYear	No	mailedCheck	65.00	2531.80	No	check	midTerm	q3
Male	No	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.40	1074.30	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.55	48.55	Yes	check	shortTerm	q1
Male	Yes	No	No	42	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	99.00	4298.45	No	check	midTerm	q3
Female	Yes	Yes	No	51	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	93.50	4619.55	No	check	midTerm	q3
Female	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	147.15	Yes	check	shortTerm	q1
Male	No	Yes	No	1	No	No	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	40.20	40.20	Yes	check	shortTerm	q1
Male	Yes	No	Yes	32	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	83.70	2633.30	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.85	193.05	No	check	shortTerm	q2
Female	Yes	Yes	Yes	67	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	59.55	4103.90	No	check	longTerm	q4
Female	Yes	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.10	7008.15	No	auto	longTerm	q4
Male	Yes	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	114.35	5791.10	No	auto	midTerm	q3
Female	Yes	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.60	80.55	Yes	auto	shortTerm	q1
Female	No	Yes	No	29	No	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	45.00	1228.65	No	check	midTerm	q2
Male	No	No	No	3	No	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	41.15	132.20	Yes	check	shortTerm	q1
Male	No	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.90	1364.30	Yes	check	shortTerm	q2
Male	No	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.85	4925.35	No	check	midTerm	q4
Female	Yes	No	No	31	No	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	49.85	1520.10	No	auto	midTerm	q3
Female	Yes	Yes	No	45	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	113.30	5032.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	88.10	5526.75	No	check	longTerm	q4
Male	Yes	No	No	50	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.90	1195.25	No	auto	midTerm	q3
Female	No	No	No	19	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	105.00	2007.25	No	check	shortTerm	q2
Male	Yes	No	No	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.35	1099.60	Yes	check	midTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.25	1732.95	No	auto	longTerm	q4
Female	No	No	No	16	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.45	1511.20	Yes	check	shortTerm	q2
Male	Yes	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	electronicCheck	59.75	3450.15	No	check	midTerm	q4
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	24.80	24.80	Yes	auto	shortTerm	q1
Male	No	Yes	No	20	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	107.05	2172.05	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.60	70.60	Yes	check	shortTerm	q1
Male	Yes	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.40	401.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.05	5624.85	Yes	check	midTerm	q3
Male	No	Yes	No	21	Yes	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	64.95	1339.80	No	auto	midTerm	q2
Male	Yes	No	No	14	No	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	55.00	771.95	No	check	shortTerm	q2
Female	Yes	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	50.55	244.75	No	auto	shortTerm	q1
Female	Yes	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	55.15	322.90	No	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	51.20	498.25	No	check	shortTerm	q2
Female	Yes	No	Yes	1	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	25.40	25.40	No	check	shortTerm	q1
Female	Yes	No	No	68	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	54.45	3687.75	No	check	longTerm	q4
Male	Yes	Yes	Yes	18	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	95.15	1779.95	Yes	check	shortTerm	q2
Female	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	oneYear	Yes	creditCard	76.00	1783.60	No	auto	midTerm	q2
Female	Yes	No	No	20	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.35	927.15	No	check	shortTerm	q2
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.00	70.00	Yes	check	shortTerm	q1
Male	No	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.50	606.55	Yes	check	shortTerm	q1
Male	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.85	435.40	Yes	auto	shortTerm	q2
Male	No	No	No	24	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.10	1712.70	Yes	check	midTerm	q2
Male	Yes	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	mailedCheck	61.20	2021.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	86.80	1940.80	No	check	midTerm	q2
Female	No	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.35	567.80	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	220.35	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	20.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	No	fiberOptic	No	No	Yes	No	No	No	twoYear	No	electronicCheck	76.05	5436.45	No	check	longTerm	q4
Male	No	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	3437.50	No	check	midTerm	q3
Male	Yes	Yes	Yes	40	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	74.55	3015.75	No	check	midTerm	q3
Female	Yes	No	Yes	1	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	73.60	73.60	Yes	check	shortTerm	q1
Male	Yes	No	No	23	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	64.90	1509.80	No	auto	midTerm	q2
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	396.10	Yes	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	90.40	356.65	No	check	shortTerm	q1
Female	Yes	Yes	Yes	68	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	60.30	4109.00	No	auto	longTerm	q4
Male	Yes	No	Yes	38	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	81.85	3141.70	No	check	midTerm	q3
Male	Yes	Yes	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.80	1229.10	No	check	midTerm	q3
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	2303.35	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	75.55	2054.40	No	check	midTerm	q2
Male	No	Yes	Yes	38	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	101.15	3741.85	No	check	midTerm	q3
Male	Yes	No	Yes	48	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	78.75	3682.45	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.25	19.25	No	auto	shortTerm	q1
Female	Yes	No	No	22	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.05	1886.25	No	check	midTerm	q2
Female	Yes	No	No	43	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.05	4895.10	No	auto	midTerm	q3
Female	No	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	341.60	No	check	shortTerm	q1
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.60	415.55	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	110.05	5686.40	No	auto	midTerm	q3
Male	Yes	No	No	71	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.90	1355.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	80.30	3058.65	Yes	auto	midTerm	q3
Male	No	Yes	No	24	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	93.15	2231.05	Yes	check	midTerm	q2
Male	Yes	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	91.50	3236.35	No	auto	midTerm	q3
Female	No	No	No	54	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	82.45	4350.10	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	72	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	60.00	4264.00	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.80	44.80	No	check	shortTerm	q1
Female	Yes	Yes	Yes	9	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	48.60	422.30	No	check	shortTerm	q1
Male	Yes	No	No	69	No	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.05	4176.70	No	auto	longTerm	q4
Female	Yes	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	102.70	5138.10	No	auto	midTerm	q3
Female	No	Yes	No	11	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	82.90	880.05	No	check	shortTerm	q2
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	139.05	Yes	check	shortTerm	q1
Female	No	Yes	Yes	28	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	35.90	973.65	No	check	midTerm	q2
Female	No	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	82.65	1470.05	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.85	739.35	No	check	midTerm	q3
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.20	161.95	No	check	shortTerm	q1
Male	Yes	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	94.90	4422.95	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.85	511.25	Yes	check	shortTerm	q1
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	80.60	155.80	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	75.80	5293.95	Yes	auto	longTerm	q4
Female	Yes	No	No	43	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	104.60	4759.85	Yes	check	midTerm	q3
Female	Yes	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	88.15	6148.45	No	check	longTerm	q4
Female	Yes	No	No	36	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	94.80	3565.65	No	auto	midTerm	q3
Male	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.40	6603.00	Yes	check	longTerm	q4
Female	No	No	No	32	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	54.65	1830.10	No	auto	midTerm	q3
Female	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	85.75	6223.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	67.45	4508.65	No	auto	longTerm	q4
Male	Yes	No	No	63	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.50	1328.15	No	check	longTerm	q4
Female	Yes	No	Yes	41	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.25	865.00	No	auto	midTerm	q3
Female	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	72.10	72.10	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.40	168.20	Yes	check	shortTerm	q1
Female	Yes	Yes	No	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.45	1303.50	No	auto	longTerm	q4
Female	Yes	No	No	23	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.95	996.85	No	check	midTerm	q2
Female	No	Yes	No	64	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	97.00	6430.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	62.80	2278.75	No	auto	midTerm	q3
Male	Yes	No	Yes	17	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	mailedCheck	44.60	681.40	No	check	shortTerm	q2
Female	No	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.15	574.35	No	check	shortTerm	q1
Male	Yes	Yes	Yes	4	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.80	371.90	Yes	auto	shortTerm	q1
Female	No	No	No	21	No	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	41.90	840.10	Yes	check	midTerm	q2
Female	Yes	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	80.25	846.00	Yes	auto	shortTerm	q2
Female	No	No	No	16	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	54.10	889.00	No	check	shortTerm	q2
Male	Yes	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.25	6823.40	No	check	longTerm	q4
Male	No	Yes	No	27	No	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	30.75	805.10	Yes	auto	midTerm	q2
Male	Yes	Yes	Yes	42	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	electronicCheck	97.10	4016.75	No	check	midTerm	q3
Male	Yes	No	Yes	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	83.75	No	check	shortTerm	q1
Female	Yes	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	98.80	3959.15	No	auto	midTerm	q3
Male	Yes	Yes	No	58	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	No	creditCard	50.30	2878.55	No	auto	midTerm	q4
Female	Yes	No	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.55	945.70	No	check	midTerm	q3
Male	Yes	No	No	18	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	75.90	1373.05	No	auto	shortTerm	q2
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	96.50	492.55	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	23	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	59.95	1406.00	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.15	19.15	No	check	shortTerm	q1
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	98.65	6962.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	112.60	8126.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.60	690.25	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.65	181.50	Yes	check	shortTerm	q1
Male	Yes	No	Yes	24	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	35.75	830.80	No	check	midTerm	q2
Female	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	99.75	5608.40	No	auto	midTerm	q4
Male	Yes	No	No	37	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	96.10	3646.80	No	auto	midTerm	q3
Female	Yes	No	No	43	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	85.10	3662.25	No	auto	midTerm	q3
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.35	25.35	No	check	shortTerm	q1
Female	Yes	Yes	No	25	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.95	2566.50	Yes	auto	midTerm	q2
Female	Yes	No	No	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	89.65	5308.70	No	check	longTerm	q4
Male	Yes	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	86.75	1410.25	No	check	shortTerm	q2
Female	Yes	Yes	No	41	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	86.20	3339.05	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.65	50.65	Yes	check	shortTerm	q1
Male	No	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	64.80	4732.35	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	90.85	90.85	Yes	auto	shortTerm	q1
Male	Yes	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	108.10	5067.45	No	auto	midTerm	q3
Male	No	Yes	No	11	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	214.75	Yes	check	shortTerm	q2
Female	No	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.45	4874.70	Yes	check	midTerm	q3
Female	Yes	No	No	42	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	54.75	2348.45	No	check	midTerm	q3
Male	Yes	No	No	44	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	90.40	4063.00	No	check	midTerm	q3
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No	check	shortTerm	q1
Female	Yes	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.60	2595.25	No	auto	midTerm	q2
Male	No	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	84.80	2309.55	No	auto	midTerm	q2
Female	No	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.30	89.30	No	check	shortTerm	q1
Female	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	367.55	No	check	shortTerm	q2
Female	No	Yes	No	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.05	3944.50	No	check	midTerm	q3
Female	Yes	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.05	5965.95	No	auto	longTerm	q4
Male	No	Yes	No	33	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.90	3694.70	No	auto	midTerm	q3
Female	Yes	No	No	34	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.95	2524.45	Yes	auto	midTerm	q3
Male	No	No	No	33	No	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	54.60	1803.70	No	check	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.05	415.10	No	check	midTerm	q2
Female	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.75	624.15	No	auto	midTerm	q3
Female	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.05	237.70	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.45	7007.60	Yes	auto	longTerm	q4
Female	Yes	Yes	No	68	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	55.90	3848.80	No	auto	longTerm	q4
Male	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.70	419.40	No	check	shortTerm	q2
Male	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.80	1468.75	No	auto	longTerm	q4
Male	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	95.40	5812.00	No	auto	midTerm	q4
Male	No	Yes	Yes	32	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.95	2861.45	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.90	19.90	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.60	19.60	Yes	check	shortTerm	q1
Male	No	No	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.35	233.70	Yes	check	shortTerm	q1
Female	Yes	Yes	No	46	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.45	1066.15	No	auto	midTerm	q3
Female	Yes	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	2149.05	No	check	midTerm	q2
Male	Yes	No	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	87.35	4473.00	No	check	midTerm	q3
Female	No	Yes	No	48	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.65	3545.05	No	auto	midTerm	q3
Female	Yes	Yes	Yes	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	73.25	1195.75	No	auto	shortTerm	q2
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	98.70	6858.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	40	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.80	1024.70	No	check	midTerm	q3
Female	Yes	Yes	Yes	22	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	83.30	1845.90	Yes	check	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.30	75.30	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	5	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.30	132.25	No	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.85	515.45	No	auto	shortTerm	q1
Male	Yes	No	Yes	29	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	100.55	2830.45	No	auto	midTerm	q2
Male	Yes	Yes	Yes	44	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	25.70	1110.50	No	check	midTerm	q3
Female	Yes	No	No	10	No	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	40.70	449.30	No	auto	shortTerm	q2
Female	No	Yes	No	55	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	51.65	2838.55	No	auto	midTerm	q3
Male	No	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.10	5376.40	No	auto	midTerm	q3
Female	Yes	Yes	Yes	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.95	858.60	No	check	shortTerm	q2
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.60	1395.05	No	auto	shortTerm	q2
Female	Yes	Yes	No	68	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	58.25	3975.70	No	auto	longTerm	q4
Female	Yes	Yes	Yes	61	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.40	1182.55	Yes	check	longTerm	q4
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.20	4784.45	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	electronicCheck	53.45	119.50	No	check	shortTerm	q1
Male	Yes	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.40	518.90	Yes	auto	shortTerm	q2
Male	Yes	Yes	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	electronicCheck	19.75	899.45	No	check	midTerm	q3
Female	Yes	No	No	26	No	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	44.45	1183.80	No	auto	midTerm	q2
Male	Yes	Yes	No	36	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.85	720.05	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.05	8468.20	No	auto	longTerm	q4
Male	Yes	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	89.85	3161.20	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	55.05	55.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	16	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	112.95	1882.55	No	check	shortTerm	q2
Female	No	No	No	49	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	101.55	5070.40	No	auto	midTerm	q3
Female	Yes	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	114.65	6049.50	No	check	midTerm	q3
Female	Yes	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	64.80	1166.70	No	check	shortTerm	q2
Female	Yes	Yes	No	36	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.40	2937.65	No	check	midTerm	q3
Female	Yes	No	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	6396.45	Yes	check	midTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.55	69.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.05	1270.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	759.55	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	105.50	7611.55	No	auto	longTerm	q4
Female	Yes	No	No	64	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	24.70	1642.75	No	check	longTerm	q4
Female	No	No	No	22	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	69.75	1545.40	No	check	midTerm	q2
Male	Yes	Yes	No	60	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	60.20	3582.40	No	auto	midTerm	q4
Female	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.05	2227.10	Yes	check	midTerm	q2
Female	Yes	Yes	No	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.40	1417.90	No	check	longTerm	q4
Female	Yes	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.15	2494.65	No	check	midTerm	q2
Male	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	92.90	2768.35	No	auto	midTerm	q2
Female	Yes	Yes	Yes	30	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	80.80	2369.30	No	auto	midTerm	q3
Male	Yes	Yes	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	38.00	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	75.10	No	check	shortTerm	q1
Male	Yes	No	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	100.90	No	check	shortTerm	q1
Female	Yes	Yes	No	24	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	69.45	1614.05	No	auto	midTerm	q2
Male	Yes	Yes	Yes	4	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.15	385.90	Yes	check	shortTerm	q1
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	673.25	Yes	check	shortTerm	q1
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	8404.90	No	auto	longTerm	q4
Male	Yes	No	No	70	No	No	DSL	No	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	40.05	2799.75	No	check	longTerm	q4
Male	No	Yes	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	102.10	6538.45	No	check	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	89.70	6588.95	No	check	longTerm	q4
Female	Yes	No	Yes	44	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.90	868.10	No	check	midTerm	q3
Female	Yes	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	55.95	734.35	Yes	check	shortTerm	q2
Female	No	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.65	330.60	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.00	55.00	Yes	check	shortTerm	q1
Male	Yes	Yes	No	9	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	70.05	564.40	No	check	shortTerm	q1
Male	Yes	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	53.60	1315.35	No	check	midTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes	check	shortTerm	q1
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.25	1861.50	Yes	check	midTerm	q2
Male	No	Yes	Yes	35	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	76.05	2747.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	7	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	75.70	554.05	No	check	shortTerm	q1
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.10	453.40	Yes	check	shortTerm	q1
Female	Yes	No	Yes	15	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.00	994.80	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.65	225.75	No	check	shortTerm	q2
Female	Yes	Yes	No	48	No	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	45.30	2145.00	Yes	auto	midTerm	q3
Female	No	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.45	1671.60	No	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.50	8003.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	8	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	83.55	680.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	twoYear	Yes	creditCard	84.50	6130.85	No	auto	longTerm	q4
Female	Yes	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.15	1415.00	No	check	shortTerm	q2
Male	Yes	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	88.60	6201.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	0	No	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	52.55	0.00	No	auto	shortTerm	q1
Male	Yes	No	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	74.35	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.80	6597.25	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	59.00	114.15	No	check	shortTerm	q1
Female	Yes	Yes	No	2	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	139.40	Yes	check	shortTerm	q1
Male	No	Yes	No	61	Yes	Yes	DSL	No	Yes	No	No	No	Yes	oneYear	No	bankTransfer	64.05	3902.60	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	20.40	No	check	shortTerm	q1
Male	Yes	No	No	22	No	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	43.75	903.60	Yes	auto	midTerm	q2
Male	Yes	Yes	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	60.90	1785.65	No	check	midTerm	q2
Female	Yes	Yes	No	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.80	1397.65	No	auto	longTerm	q4
Female	No	No	No	5	No	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	28.45	131.05	Yes	check	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	99.70	1238.45	Yes	auto	shortTerm	q2
Male	Yes	No	No	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	116.25	3899.05	No	auto	midTerm	q3
Female	No	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	Yes	creditCard	80.70	5676.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	No	No	No	No	Yes	oneYear	No	bankTransfer	65.20	4543.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	52	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	84.05	4326.80	No	auto	midTerm	q3
Male	Yes	No	Yes	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	79.45	5502.55	No	auto	longTerm	q4
Female	No	No	No	20	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.10	1782.40	Yes	check	shortTerm	q2
Male	Yes	No	Yes	11	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	78.00	851.80	No	check	shortTerm	q2
Male	Yes	Yes	No	2	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.20	167.50	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	6	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.50	502.85	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	19.85	No	check	shortTerm	q1
Male	No	Yes	Yes	20	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	94.30	1818.30	No	auto	shortTerm	q2
Male	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.45	6300.15	No	check	longTerm	q4
Female	No	Yes	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	334.80	Yes	check	shortTerm	q1
Female	Yes	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	105.45	5916.95	No	auto	midTerm	q4
Male	Yes	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	95.00	2852.40	No	auto	midTerm	q3
Male	Yes	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	104.80	4131.95	Yes	auto	midTerm	q3
Female	Yes	No	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.30	1546.30	No	check	midTerm	q2
Female	No	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.05	302.60	No	check	shortTerm	q1
Female	No	Yes	No	27	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.20	1929.35	Yes	auto	midTerm	q2
Male	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.05	265.45	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.40	6989.45	No	check	longTerm	q4
Male	No	Yes	No	29	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	51.60	1442.00	No	check	midTerm	q2
Male	Yes	Yes	Yes	55	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	85.50	4713.40	No	auto	midTerm	q3
Female	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	75.60	1758.60	Yes	auto	midTerm	q2
Male	Yes	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3480.00	Yes	check	midTerm	q3
Male	Yes	No	No	52	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	electronicCheck	91.25	4738.30	No	check	midTerm	q3
Male	No	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.75	8399.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	94.70	5430.35	No	auto	midTerm	q4
Male	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	686.95	No	check	midTerm	q3
Female	No	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	99.90	5706.30	No	auto	midTerm	q4
Female	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	21.10	490.65	No	auto	midTerm	q2
Male	Yes	Yes	Yes	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	1360.25	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	174.45	No	check	shortTerm	q1
Male	No	Yes	Yes	68	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	107.15	7379.80	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.55	1021.75	No	check	shortTerm	q2
Female	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	81.55	5029.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	33	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	58.45	1955.40	No	check	midTerm	q3
Female	Yes	Yes	No	69	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	95.65	6744.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	60	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.60	4946.70	No	auto	midTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.10	8248.50	No	auto	longTerm	q4
Female	Yes	No	No	11	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	58.95	601.60	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	19.55	No	check	shortTerm	q1
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	86.05	834.10	Yes	auto	shortTerm	q2
Male	Yes	No	No	13	No	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	45.55	597.00	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	34	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	bankTransfer	78.95	2647.20	No	auto	midTerm	q3
Male	Yes	Yes	Yes	39	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	86.30	3266.00	Yes	check	midTerm	q3
Female	Yes	No	No	65	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.05	6744.25	No	auto	longTerm	q4
Male	No	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	101.90	5265.50	No	auto	midTerm	q3
Male	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	311.60	No	check	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	110.30	7966.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.60	8220.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.35	1153.25	No	auto	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.60	514.75	No	auto	midTerm	q2
Male	Yes	No	No	32	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.35	2596.15	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	56	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	68.75	3808.00	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.90	19.90	No	auto	shortTerm	q1
Male	Yes	No	No	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	70.60	2708.20	No	check	midTerm	q3
Male	Yes	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.20	760.05	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.30	49.30	No	check	shortTerm	q1
Male	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.25	6033.30	No	check	midTerm	q4
Male	Yes	Yes	No	3	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	23.60	89.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	69.70	516.15	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	99.50	5861.75	No	auto	midTerm	q4
Male	Yes	No	No	7	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	64.30	445.95	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	creditCard	70.85	4973.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	15	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	101.90	1667.25	No	check	shortTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	73.50	5357.75	No	auto	longTerm	q4
Female	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	3527.60	Yes	check	midTerm	q3
Female	Yes	No	No	11	No	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	40.40	422.60	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	60	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.25	1103.25	No	auto	midTerm	q4
Male	No	No	No	47	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	No	bankTransfer	59.60	2754.00	No	auto	midTerm	q3
Female	Yes	No	No	11	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	creditCard	64.90	697.25	No	auto	shortTerm	q2
Male	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	creditCard	100.30	5614.45	Yes	auto	midTerm	q4
Female	No	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.85	3204.40	No	check	midTerm	q2
Male	Yes	Yes	No	61	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	81.05	4747.65	No	check	longTerm	q4
Male	Yes	Yes	Yes	31	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	bankTransfer	98.05	3082.10	No	auto	midTerm	q3
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.50	597.90	No	check	shortTerm	q1
Male	No	Yes	No	35	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	94.55	3365.40	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.65	38.80	No	check	shortTerm	q1
Female	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.00	233.55	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	75.30	75.30	Yes	check	shortTerm	q1
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	346.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.00	19.00	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.00	61.70	No	check	shortTerm	q1
Female	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.70	85.70	Yes	check	shortTerm	q1
Male	Yes	No	No	52	Yes	No	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	63.25	3342.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	5	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	85.10	No	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	99.15	7422.10	No	check	longTerm	q4
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.40	6668.05	No	check	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.90	8071.05	No	auto	longTerm	q4
Male	Yes	Yes	Yes	46	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	24.90	1174.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	63	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	83.50	5435.00	No	auto	longTerm	q4
Male	Yes	No	No	30	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	84.30	2438.60	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.60	45.60	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	61.65	713.75	Yes	check	shortTerm	q2
Male	Yes	No	No	16	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	54.85	916.15	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	No	mailedCheck	65.55	237.20	No	check	shortTerm	q1
Male	Yes	Yes	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	Yes	creditCard	90.35	4614.55	No	auto	midTerm	q3
Male	Yes	Yes	No	65	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.40	1414.45	No	auto	longTerm	q4
Male	Yes	No	No	16	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	74.55	1170.50	No	auto	shortTerm	q2
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.95	47.70	No	check	shortTerm	q1
Female	Yes	Yes	Yes	66	Yes	Yes	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	74.25	4859.25	No	auto	longTerm	q4
Male	Yes	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	108.65	4903.20	No	check	midTerm	q3
Female	Yes	No	No	32	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.55	3608.00	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.65	6094.25	No	auto	longTerm	q4
Male	Yes	Yes	Yes	38	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	81.00	3084.90	No	auto	midTerm	q3
Male	Yes	No	Yes	51	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	47.85	2356.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.55	8306.05	No	auto	longTerm	q4
Female	No	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	105.25	6786.40	Yes	auto	longTerm	q4
Male	Yes	Yes	Yes	9	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.95	248.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	9	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	mailedCheck	65.00	663.05	Yes	check	shortTerm	q1
Male	Yes	No	Yes	66	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.55	1357.10	No	check	longTerm	q4
Female	No	No	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.80	4860.35	No	auto	midTerm	q3
Male	Yes	No	No	50	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	69.50	3418.20	No	auto	midTerm	q3
Female	Yes	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	48.85	631.40	No	check	shortTerm	q2
Male	Yes	No	No	8	No	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.25	186.30	No	auto	shortTerm	q1
Female	No	No	No	66	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	102.85	6976.75	No	auto	longTerm	q4
Female	Yes	No	No	57	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	87.55	4884.85	No	auto	midTerm	q4
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	78.55	522.95	No	auto	shortTerm	q1
Male	No	Yes	Yes	10	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	34.55	362.60	No	auto	shortTerm	q2
Female	Yes	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	92.05	5755.80	No	check	longTerm	q4
Male	Yes	Yes	Yes	40	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	85.05	3355.65	No	check	midTerm	q3
Female	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	406.95	No	check	shortTerm	q2
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.00	137.60	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.15	2395.70	No	check	midTerm	q2
Male	Yes	Yes	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	84.25	1968.10	No	check	midTerm	q2
Female	No	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	104.60	6819.45	No	auto	longTerm	q4
Female	No	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	111.65	7943.45	No	check	longTerm	q4
Male	No	Yes	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	creditCard	90.05	4547.25	Yes	auto	midTerm	q3
Male	No	Yes	Yes	43	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	110.75	4687.90	Yes	auto	midTerm	q3
Female	Yes	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	55.00	2473.95	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.85	6562.90	No	auto	longTerm	q4
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.35	176.30	No	check	shortTerm	q2
Female	Yes	No	No	40	No	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	54.55	2236.20	No	auto	midTerm	q3
Female	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	6985.65	Yes	check	longTerm	q4
Male	Yes	No	No	31	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	99.45	3109.90	No	auto	midTerm	q3
Female	Yes	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	70.90	4911.35	No	auto	longTerm	q4
Male	No	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.55	5794.65	Yes	auto	midTerm	q4
Male	Yes	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.25	855.30	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.40	1620.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	43	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	56.15	2499.30	Yes	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.55	89.55	Yes	check	shortTerm	q1
Female	No	No	No	49	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	89.85	4287.20	No	auto	midTerm	q3
Female	Yes	Yes	Yes	15	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.25	394.85	No	check	shortTerm	q2
Male	No	Yes	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.55	1899.65	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.70	45.70	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	69.65	3442.15	No	check	midTerm	q3
Female	No	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.50	161.50	Yes	check	shortTerm	q1
Male	No	No	No	24	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.00	1732.60	No	auto	midTerm	q2
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.55	222.30	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	74.60	74.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	655.30	No	check	midTerm	q3
Female	Yes	No	No	17	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.80	475.25	No	check	shortTerm	q2
Female	No	No	No	8	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.65	164.30	Yes	check	shortTerm	q1
Male	Yes	No	No	10	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	95.10	865.10	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.85	6132.70	No	auto	longTerm	q4
Male	Yes	Yes	No	45	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	78.80	3597.50	No	auto	midTerm	q3
Male	Yes	Yes	Yes	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.85	35.90	Yes	check	shortTerm	q1
Male	Yes	Yes	No	37	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.35	697.65	No	auto	midTerm	q3
Female	Yes	No	No	4	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.25	96.05	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.25	428.70	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	twoYear	Yes	mailedCheck	69.55	4459.15	No	check	longTerm	q4
Female	Yes	Yes	Yes	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.50	1167.60	No	auto	midTerm	q4
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	74.75	238.10	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	145.15	Yes	check	shortTerm	q1
Male	Yes	No	No	49	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	30.20	1453.10	No	auto	midTerm	q3
Female	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	191.05	Yes	check	shortTerm	q1
Female	Yes	Yes	No	70	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	57.80	4039.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	53	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.85	1039.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.55	1336.10	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.05	75.05	Yes	check	shortTerm	q1
Male	Yes	No	No	22	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	creditCard	24.85	493.40	No	auto	midTerm	q2
Male	No	No	No	52	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.15	2550.90	Yes	check	midTerm	q3
Male	No	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.35	7246.15	No	check	longTerm	q4
Female	Yes	No	No	48	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.55	1203.95	No	auto	midTerm	q3
Female	Yes	No	No	2	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	34.70	62.25	Yes	check	shortTerm	q1
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	107.95	313.60	No	check	shortTerm	q1
Male	Yes	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	81.40	3775.85	No	auto	midTerm	q3
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.00	80.00	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	61	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	73.80	4616.05	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	64.40	195.65	No	auto	shortTerm	q1
Female	No	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	103.75	4188.40	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	71.10	71.10	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.90	49.90	No	check	shortTerm	q1
Male	Yes	No	No	51	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.60	1266.40	No	auto	midTerm	q3
Male	No	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.25	91.10	Yes	check	shortTerm	q1
Male	Yes	No	No	52	No	No	DSL	No	Yes	No	No	No	No	oneYear	No	mailedCheck	30.10	1623.40	No	check	midTerm	q3
Male	Yes	No	No	51	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	83.40	4149.45	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.45	20.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	31	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	75.25	2344.50	No	auto	midTerm	q3
Male	Yes	No	Yes	47	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.55	1013.05	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.10	270.70	Yes	auto	shortTerm	q1
Female	No	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.05	417.00	No	check	midTerm	q2
Female	Yes	Yes	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.65	20.65	No	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.15	6316.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	3	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	50.15	168.15	Yes	check	shortTerm	q1
Male	No	Yes	Yes	47	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	84.95	4018.05	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	66.50	4811.60	No	auto	longTerm	q4
Male	Yes	Yes	Yes	66	Yes	Yes	DSL	No	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	63.30	4189.70	No	auto	longTerm	q4
Male	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	83.15	2848.45	No	check	midTerm	q3
Male	Yes	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	2516.20	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.55	33.60	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.25	208.45	No	check	shortTerm	q1
Female	Yes	No	No	25	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.85	2015.35	Yes	auto	midTerm	q2
Female	Yes	No	No	65	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	59.60	3739.80	No	check	longTerm	q4
Male	No	No	No	27	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.65	2964.00	No	auto	midTerm	q2
Male	Yes	Yes	No	29	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.30	2263.40	No	auto	midTerm	q2
Male	Yes	Yes	Yes	29	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	80.10	2211.80	No	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	19.55	Yes	check	shortTerm	q1
Female	Yes	Yes	No	20	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	81.00	1683.70	No	check	shortTerm	q2
Female	Yes	No	No	58	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.70	1519.00	No	auto	midTerm	q4
Female	Yes	No	Yes	14	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	86.00	1164.05	No	check	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.40	1710.90	No	check	longTerm	q4
Male	Yes	No	No	46	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	89.15	4245.55	No	auto	midTerm	q3
Female	Yes	Yes	No	71	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	58.25	4145.90	No	auto	longTerm	q4
Male	Yes	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.65	2664.30	No	auto	midTerm	q3
Female	Yes	No	No	26	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	50.35	1277.50	No	auto	midTerm	q2
Male	No	Yes	No	68	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	80.35	5589.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.20	34.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	61	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.55	1305.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.95	381.30	Yes	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.35	141.50	Yes	check	shortTerm	q1
Male	No	Yes	No	33	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.50	3105.55	Yes	check	midTerm	q3
Male	No	Yes	No	9	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	21.25	204.55	No	check	shortTerm	q1
Female	Yes	No	No	22	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	26.25	605.90	No	check	midTerm	q2
Female	Yes	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.85	356.10	No	check	shortTerm	q1
Female	No	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	creditCard	91.70	2758.15	Yes	auto	midTerm	q3
Male	Yes	No	No	65	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	74.20	4805.65	No	auto	longTerm	q4
Female	Yes	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	87.25	3941.70	Yes	check	midTerm	q3
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	92.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	25	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.50	1901.05	No	check	midTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	79.05	5730.70	No	auto	longTerm	q4
Female	Yes	Yes	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	bankTransfer	90.15	2423.40	No	auto	midTerm	q2
Male	Yes	Yes	Yes	32	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	50.60	1653.45	No	auto	midTerm	q3
Female	Yes	No	No	30	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	110.45	3327.05	No	auto	midTerm	q3
Male	Yes	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	101.00	7085.50	No	auto	longTerm	q4
Male	No	No	No	42	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.35	3344.10	No	auto	midTerm	q3
Female	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.85	6697.35	No	auto	longTerm	q4
Female	Yes	No	No	47	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	mailedCheck	65.00	2879.90	No	check	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.45	137.10	No	check	shortTerm	q1
Male	Yes	No	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	98.55	1008.55	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.10	1551.60	No	check	longTerm	q4
Female	Yes	No	No	5	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.05	202.15	No	auto	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	7882.25	No	auto	longTerm	q4
Male	No	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.95	8196.40	No	auto	longTerm	q4
Female	No	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	75.05	202.90	No	check	shortTerm	q1
Male	Yes	Yes	No	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.25	855.10	No	check	midTerm	q3
Female	Yes	No	No	63	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	oneYear	Yes	creditCard	90.05	5817.00	No	auto	longTerm	q4
Female	Yes	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	56.70	1652.95	No	check	midTerm	q2
Male	Yes	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	80.15	5600.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	7	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	71.35	515.75	No	auto	shortTerm	q1
Male	Yes	No	Yes	0	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.25	0.00	No	check	shortTerm	q1
Female	Yes	Yes	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	90.35	190.50	No	check	shortTerm	q1
Male	No	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.55	1842.80	Yes	check	shortTerm	q2
Male	Yes	No	No	66	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.70	1253.80	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	57.20	No	check	shortTerm	q1
Female	Yes	No	Yes	15	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	85.90	1269.55	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	90.35	6563.40	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.80	20.80	No	check	shortTerm	q1
Female	Yes	No	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.25	1907.85	Yes	check	midTerm	q2
Male	Yes	Yes	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	208.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	bankTransfer	66.85	4758.80	No	auto	longTerm	q4
Male	Yes	Yes	Yes	65	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.90	1292.60	No	check	longTerm	q4
Female	Yes	No	No	11	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	35.80	363.15	No	check	shortTerm	q2
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	78.85	1600.25	No	check	midTerm	q2
Male	Yes	No	No	14	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.40	275.70	No	auto	shortTerm	q2
Male	Yes	No	No	41	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	74.25	3089.10	No	check	midTerm	q3
Male	Yes	Yes	No	17	Yes	No	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	mailedCheck	64.80	1175.60	No	check	shortTerm	q2
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.45	237.30	No	auto	shortTerm	q2
Male	Yes	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.35	1444.65	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	19.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	5	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	88.90	454.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	33	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	95.80	3036.75	Yes	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	110.65	8065.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	3	No	No	DSL	No	Yes	No	No	No	Yes	MtM	No	mailedCheck	40.30	92.50	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.00	184.65	Yes	check	shortTerm	q1
Female	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	107.00	6152.30	No	auto	midTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.35	89.50	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	73.35	5154.50	No	auto	longTerm	q4
Female	Yes	Yes	Yes	5	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.80	220.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	54.75	1510.30	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	52.20	52.20	Yes	check	shortTerm	q1
Male	Yes	No	Yes	63	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	40.60	2588.95	No	auto	longTerm	q4
Female	No	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	110.00	4874.80	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	No	No	No	No	twoYear	No	bankTransfer	55.30	3983.60	No	auto	longTerm	q4
Female	Yes	Yes	No	34	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	Yes	bankTransfer	60.85	2003.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	78.40	1832.40	No	check	midTerm	q2
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.65	4908.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	60	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	59.85	3590.20	No	auto	midTerm	q4
Male	Yes	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	76.90	5023.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.85	146.60	No	check	shortTerm	q1
Female	Yes	No	Yes	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	creditCard	67.65	2339.30	No	auto	midTerm	q3
Female	Yes	No	No	6	No	No	DSL	No	No	No	No	Yes	Yes	MtM	No	creditCard	45.00	298.70	No	auto	shortTerm	q1
Male	Yes	Yes	No	2	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	64.20	143.65	No	check	shortTerm	q1
Male	Yes	No	No	31	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	No	creditCard	81.70	2548.65	No	auto	midTerm	q3
Female	Yes	Yes	Yes	20	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.55	507.40	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.00	20.00	No	check	shortTerm	q1
Male	Yes	No	No	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	96.75	6125.40	Yes	check	longTerm	q4
Female	No	Yes	No	70	Yes	Yes	fiberOptic	No	No	No	No	No	No	twoYear	Yes	creditCard	75.65	5411.40	No	auto	longTerm	q4
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.50	1058.25	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	39	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	23.80	903.80	No	check	midTerm	q3
Female	Yes	Yes	No	46	Yes	No	DSL	No	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	64.20	3009.50	No	auto	midTerm	q3
Male	Yes	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	85.35	489.45	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	76.80	5468.45	No	auto	longTerm	q4
Male	Yes	No	No	18	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	creditCard	55.20	1058.10	No	auto	shortTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.55	7616.00	No	auto	longTerm	q4
Male	Yes	Yes	No	40	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.30	4113.10	Yes	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	69.55	Yes	check	shortTerm	q1
Male	Yes	No	No	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.25	6017.65	Yes	auto	midTerm	q4
Male	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.00	7250.15	Yes	auto	longTerm	q4
Female	Yes	Yes	No	42	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	25.25	1108.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	34	No	No	DSL	Yes	No	No	No	No	No	oneYear	No	bankTransfer	30.40	938.65	No	auto	midTerm	q3
Male	No	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.05	94.15	No	auto	shortTerm	q1
Female	Yes	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.60	2088.05	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	86.20	178.70	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	55	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.70	5656.75	No	auto	midTerm	q3
Male	Yes	Yes	No	21	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.20	2317.10	Yes	check	midTerm	q2
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	88.00	5986.45	No	auto	longTerm	q4
Female	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.35	6751.35	No	check	longTerm	q4
Male	Yes	Yes	Yes	43	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.15	3566.60	No	auto	midTerm	q3
Male	Yes	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.10	4889.30	No	check	midTerm	q3
Male	Yes	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	63.95	318.10	No	auto	shortTerm	q1
Female	Yes	No	No	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.80	1563.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	16	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	89.45	1430.25	Yes	auto	shortTerm	q2
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.60	644.35	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	14	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	25.55	372.45	No	check	shortTerm	q2
Male	Yes	Yes	Yes	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	No	electronicCheck	90.95	5453.40	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	34	No	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	44.85	1442.60	No	check	midTerm	q3
Female	Yes	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	electronicCheck	108.55	5610.70	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	38	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.05	963.95	No	auto	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	74.10	5222.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.80	3340.55	No	check	midTerm	q3
Female	No	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.85	292.80	Yes	check	shortTerm	q1
Male	No	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.25	5774.55	No	check	midTerm	q4
Male	Yes	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	71.40	4487.30	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.40	44.40	Yes	check	shortTerm	q1
Male	Yes	No	No	36	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	79.20	2854.95	No	auto	midTerm	q3
Male	Yes	No	No	44	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.40	905.55	No	auto	midTerm	q3
Female	No	No	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.00	5509.30	Yes	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	105.00	7589.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.80	229.60	Yes	auto	shortTerm	q2
Female	Yes	No	No	13	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	30.85	394.10	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.90	89.90	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.55	295.95	No	check	shortTerm	q2
Female	Yes	No	No	65	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.85	5459.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	12	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	33.15	444.75	No	auto	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.00	6782.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.80	6510.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.80	8476.50	No	auto	longTerm	q4
Male	Yes	No	Yes	52	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	85.15	4461.85	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.85	62.00	No	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	64.35	352.65	No	check	shortTerm	q1
Female	Yes	No	No	68	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.50	1424.90	No	auto	longTerm	q4
Female	Yes	No	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.15	6413.65	Yes	check	longTerm	q4
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	86.05	6309.65	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.80	50.80	Yes	check	shortTerm	q1
Female	Yes	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	No	electronicCheck	89.00	5898.60	No	check	longTerm	q4
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.80	4719.75	No	auto	longTerm	q4
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.80	457.30	No	auto	midTerm	q2
Male	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	twoYear	No	bankTransfer	93.40	5822.30	No	auto	longTerm	q4
Male	No	Yes	No	20	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.65	1463.50	Yes	check	shortTerm	q2
Female	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	307.40	Yes	check	shortTerm	q1
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.65	2104.55	Yes	auto	midTerm	q2
Male	Yes	Yes	No	4	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	80.60	319.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	62	No	No	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	bankTransfer	39.00	2337.45	No	auto	longTerm	q4
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.50	104.30	No	check	shortTerm	q1
Male	Yes	Yes	No	59	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	oneYear	No	electronicCheck	85.55	5084.65	Yes	check	midTerm	q4
Male	Yes	No	Yes	3	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	26.40	121.25	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	98.20	7015.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	97.55	5598.00	No	auto	midTerm	q4
Male	Yes	No	Yes	66	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.95	1269.10	No	auto	longTerm	q4
Female	Yes	No	No	60	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.80	3027.40	Yes	check	midTerm	q4
Male	Yes	No	Yes	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	99.70	4634.35	No	auto	midTerm	q3
Female	Yes	No	No	3	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	34.80	113.95	No	auto	shortTerm	q1
Female	Yes	No	No	15	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	105.10	1582.75	Yes	check	shortTerm	q2
Female	Yes	No	Yes	51	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	60.15	3077.00	No	auto	midTerm	q3
Female	Yes	No	No	60	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	64.75	4039.50	No	check	midTerm	q4
Male	Yes	No	No	33	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	54.65	1665.20	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.10	1043.30	Yes	check	shortTerm	q2
Male	No	No	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.30	504.20	No	auto	midTerm	q2
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	83.90	497.55	Yes	check	shortTerm	q1
Female	Yes	Yes	No	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.25	7511.65	No	check	longTerm	q4
Female	Yes	Yes	Yes	49	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	creditCard	35.80	1782.00	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Female	No	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.35	609.65	No	check	shortTerm	q1
Female	No	No	No	27	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	110.50	2857.60	No	auto	midTerm	q2
Male	Yes	Yes	Yes	37	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	creditCard	91.20	3247.55	No	auto	midTerm	q3
Female	Yes	Yes	Yes	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	100.55	6215.35	Yes	check	longTerm	q4
Male	Yes	Yes	Yes	31	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	89.30	2823.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	103.85	5017.90	Yes	auto	midTerm	q3
Male	No	No	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	81.10	2619.25	No	auto	midTerm	q3
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.60	24.60	Yes	check	shortTerm	q1
Female	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	creditCard	81.20	4965.10	No	auto	longTerm	q4
Male	Yes	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.30	2679.70	No	auto	midTerm	q3
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.10	8310.55	No	auto	longTerm	q4
Female	Yes	No	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	105.55	5682.25	No	check	midTerm	q3
Female	Yes	No	No	12	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	98.90	1120.95	Yes	auto	shortTerm	q2
Male	Yes	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.40	4914.90	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.50	27.55	No	check	shortTerm	q1
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	98.30	923.50	Yes	auto	shortTerm	q1
Male	Yes	No	No	17	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	93.85	1625.65	Yes	check	shortTerm	q2
Female	Yes	Yes	No	56	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.60	6068.65	No	auto	midTerm	q4
Male	Yes	Yes	Yes	67	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	81.35	5398.60	No	auto	longTerm	q4
Male	No	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	918.60	Yes	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	56.40	234.85	No	check	shortTerm	q1
Male	Yes	No	No	19	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	65.35	1231.85	No	auto	shortTerm	q2
Female	Yes	No	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	170.90	No	check	shortTerm	q1
Female	Yes	No	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.25	7984.15	No	check	longTerm	q4
Male	No	No	No	10	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	72.85	688.65	Yes	check	shortTerm	q2
Female	No	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	creditCard	89.00	1288.30	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.10	7848.50	No	auto	longTerm	q4
Male	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.05	267.00	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.20	1798.90	No	auto	longTerm	q4
Male	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.55	73.55	Yes	check	shortTerm	q1
Female	No	No	No	23	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.40	1643.55	No	auto	midTerm	q2
Male	Yes	No	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.55	4807.45	No	auto	longTerm	q4
Female	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.70	2193.00	No	check	midTerm	q2
Female	Yes	No	No	21	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	104.55	2239.40	No	check	midTerm	q2
Male	Yes	Yes	No	60	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.15	1505.90	No	auto	midTerm	q4
Male	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	255.35	No	check	shortTerm	q2
Male	Yes	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	1189.40	No	check	shortTerm	q2
Female	Yes	Yes	No	63	Yes	Yes	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	79.70	4786.15	No	auto	longTerm	q4
Female	No	No	No	22	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.70	1820.90	No	check	midTerm	q2
Female	Yes	Yes	Yes	32	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	bankTransfer	76.30	2404.15	No	auto	midTerm	q3
Female	No	No	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.40	205.05	Yes	check	shortTerm	q1
Female	Yes	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	81.15	952.30	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	103.75	7039.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	30	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	oneYear	No	electronicCheck	86.45	2538.05	No	check	midTerm	q3
Female	Yes	No	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	75.10	1212.85	No	auto	shortTerm	q2
Male	Yes	No	No	33	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	twoYear	No	bankTransfer	80.60	2651.10	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.30	1304.80	No	auto	longTerm	q4
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	360.10	Yes	check	shortTerm	q1
Female	Yes	No	No	12	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	33.60	435.45	No	check	shortTerm	q2
Female	No	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.25	308.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	0	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	mailedCheck	80.85	0.00	No	check	shortTerm	q1
Female	Yes	No	No	6	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.05	434.50	Yes	check	shortTerm	q1
Female	Yes	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	108.05	7118.90	No	auto	longTerm	q4
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	320.45	No	check	shortTerm	q2
Female	Yes	No	Yes	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	21.05	531.55	No	auto	midTerm	q2
Female	Yes	No	Yes	13	No	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.15	382.20	No	check	shortTerm	q2
Male	Yes	No	No	24	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	79.85	2001.00	No	auto	midTerm	q2
Female	Yes	Yes	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	65.50	4919.70	No	auto	longTerm	q4
Female	Yes	Yes	Yes	54	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	104.10	5645.80	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.40	215.80	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.50	77.60	No	check	shortTerm	q1
Female	No	Yes	Yes	32	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	91.35	2896.55	No	check	midTerm	q3
Male	No	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.05	3395.80	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.50	759.35	No	auto	midTerm	q3
Male	No	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.95	85.15	Yes	check	shortTerm	q1
Female	Yes	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	75.60	535.55	No	check	shortTerm	q1
Male	Yes	No	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	55.10	1253.15	No	check	midTerm	q2
Female	Yes	No	No	15	Yes	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	58.95	955.15	No	check	shortTerm	q2
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	2162.60	No	check	midTerm	q2
Male	Yes	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	44.70	44.70	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.45	1813.35	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	electronicCheck	56.75	245.15	No	check	shortTerm	q1
Male	Yes	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	bankTransfer	81.75	2028.80	No	auto	midTerm	q2
Female	Yes	Yes	Yes	32	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	86.10	2723.75	No	check	midTerm	q3
Male	No	Yes	No	7	No	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	29.80	220.45	No	auto	shortTerm	q1
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.50	365.80	No	check	shortTerm	q2
Male	No	Yes	No	8	Yes	No	DSL	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	60.90	551.95	No	auto	shortTerm	q1
Female	No	No	No	56	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	73.25	4054.20	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.70	45.70	Yes	check	shortTerm	q1
Male	No	No	No	8	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	No	creditCard	100.30	832.35	Yes	auto	shortTerm	q1
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.25	112.30	Yes	check	shortTerm	q1
Male	Yes	No	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.85	60.65	No	check	shortTerm	q1
Female	Yes	No	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	77.35	5550.10	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.00	174.80	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.55	90.55	Yes	check	shortTerm	q1
Male	Yes	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	93.85	4733.10	No	auto	midTerm	q3
Male	Yes	No	No	58	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	70.10	4048.95	No	auto	midTerm	q4
Male	No	Yes	No	44	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.35	1359.70	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	59	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	75.95	4542.35	No	auto	midTerm	q4
Male	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.05	7532.15	Yes	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	Yes	check	shortTerm	q1
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	888.65	No	check	shortTerm	q2
Male	No	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.75	6383.35	Yes	check	longTerm	q4
Female	Yes	Yes	Yes	35	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	54.95	1916.00	No	auto	midTerm	q3
Female	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.50	413.00	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	40	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	808.95	No	check	midTerm	q3
Female	Yes	No	No	39	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	47.85	1886.40	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.60	86.60	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.75	1679.25	No	auto	longTerm	q4
Female	No	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.60	2656.50	Yes	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	43.80	540.95	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.75	19.75	No	auto	shortTerm	q1
Male	Yes	No	Yes	27	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.15	537.35	No	check	midTerm	q2
Male	Yes	Yes	Yes	34	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.60	678.80	No	auto	midTerm	q3
Female	Yes	Yes	No	56	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	twoYear	No	bankTransfer	80.30	4513.65	No	auto	midTerm	q4
Female	Yes	No	No	58	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.35	1423.85	No	auto	midTerm	q4
Female	Yes	Yes	Yes	22	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.25	555.40	No	auto	midTerm	q2
Female	Yes	Yes	Yes	10	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	26.10	225.55	No	auto	shortTerm	q2
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.00	268.45	No	auto	shortTerm	q2
Female	Yes	No	No	35	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	No	creditCard	85.30	2917.50	Yes	auto	midTerm	q3
Female	Yes	No	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.00	2416.10	Yes	auto	midTerm	q3
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.30	424.45	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.70	1492.10	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	70.30	132.40	No	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.35	660.90	Yes	check	shortTerm	q1
Male	No	Yes	No	27	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	1893.95	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.55	284.90	No	check	shortTerm	q1
Female	Yes	No	No	37	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.85	784.25	No	check	midTerm	q3
Male	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	417.70	No	check	midTerm	q2
Female	No	Yes	No	53	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	95.85	5016.25	No	auto	midTerm	q3
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	90.10	1612.75	Yes	check	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.95	119.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	32	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	creditCard	99.55	3204.65	Yes	auto	midTerm	q3
Male	No	Yes	No	23	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	20.75	485.20	No	check	midTerm	q2
Male	Yes	No	No	3	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.15	160.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	71	No	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	mailedCheck	58.65	4145.25	No	check	longTerm	q4
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	95.90	827.45	No	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	49.50	49.50	No	check	shortTerm	q1
Male	Yes	Yes	Yes	18	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	57.45	990.85	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	12	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	creditCard	53.65	696.35	Yes	auto	shortTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	80.10	5585.40	No	check	longTerm	q4
Female	Yes	No	No	64	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.40	1601.20	No	auto	longTerm	q4
Male	Yes	No	No	4	No	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	40.05	162.45	No	check	shortTerm	q1
Female	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.50	470.20	No	check	midTerm	q2
Female	Yes	Yes	Yes	39	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	51.05	2066.00	No	auto	midTerm	q3
Male	Yes	Yes	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.35	1426.45	No	check	midTerm	q2
Female	No	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	84.70	392.50	No	check	shortTerm	q1
Female	No	Yes	No	45	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	86.10	3861.45	No	check	midTerm	q3
Male	Yes	No	No	37	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.35	2552.90	No	check	midTerm	q3
Female	No	Yes	No	60	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.00	6668.35	No	auto	midTerm	q4
Male	No	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	819.40	Yes	check	shortTerm	q1
Female	Yes	No	No	47	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	oneYear	No	creditCard	94.90	4615.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	26	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.75	2070.60	Yes	check	midTerm	q2
Female	No	Yes	Yes	3	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	88.30	273.75	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	50	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.75	3557.70	No	auto	midTerm	q3
Male	Yes	Yes	Yes	27	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	71.60	1957.10	No	auto	midTerm	q2
Female	No	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	92.10	729.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.65	1416.75	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	81.85	5924.40	No	auto	longTerm	q4
Male	Yes	No	No	66	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.10	1697.70	No	check	longTerm	q4
Male	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.70	7849.85	No	auto	longTerm	q4
Female	Yes	No	No	13	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	49.15	649.40	No	check	shortTerm	q2
Male	Yes	Yes	No	56	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	electronicCheck	80.90	4557.50	No	check	midTerm	q4
Male	Yes	Yes	No	38	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.45	3013.05	Yes	check	midTerm	q3
Male	No	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	creditCard	90.45	1266.10	Yes	auto	shortTerm	q2
Female	Yes	No	Yes	16	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.30	360.35	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	14	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.20	1046.50	No	check	shortTerm	q2
Male	Yes	Yes	Yes	32	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.75	2347.90	Yes	auto	midTerm	q3
Female	Yes	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	54.25	447.75	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.30	4209.95	No	auto	midTerm	q3
Female	Yes	No	No	52	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	creditCard	74.00	3877.65	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.25	152.30	No	check	shortTerm	q1
Male	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.80	572.20	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	19.65	Yes	check	shortTerm	q1
Male	No	No	No	12	No	No	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	43.65	526.95	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	16	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	creditCard	35.50	552.70	No	auto	shortTerm	q2
Female	Yes	No	No	40	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	80.75	3208.65	No	check	midTerm	q3
Female	Yes	No	No	5	No	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	39.50	210.75	Yes	check	shortTerm	q1
Male	Yes	Yes	No	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	97.10	3706.95	Yes	auto	midTerm	q3
Female	Yes	No	No	36	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.55	620.75	No	check	midTerm	q3
Female	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.00	412.50	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.70	832.05	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	89.55	185.55	Yes	auto	shortTerm	q1
Male	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	90.60	1943.20	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	26	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.05	505.90	No	auto	midTerm	q2
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	112.40	8046.85	No	check	longTerm	q4
Female	Yes	Yes	No	34	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	50.20	1815.30	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	No	bankTransfer	62.25	612.95	No	auto	shortTerm	q2
Female	Yes	No	No	14	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	55.70	795.15	No	check	shortTerm	q2
Female	Yes	No	No	23	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	90.05	2169.80	Yes	auto	midTerm	q2
Male	Yes	Yes	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.65	973.10	No	check	midTerm	q3
Male	Yes	Yes	No	24	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.25	2210.20	No	check	midTerm	q2
Male	Yes	Yes	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	99.05	4853.75	Yes	auto	midTerm	q3
Male	No	No	No	20	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	54.00	1055.90	No	check	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.75	144.55	Yes	auto	shortTerm	q1
Female	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	49.05	91.10	Yes	auto	shortTerm	q1
Male	Yes	No	No	22	No	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	56.75	1304.85	No	auto	midTerm	q2
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	98.05	713.00	Yes	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	21.10	21.10	No	check	shortTerm	q1
Female	Yes	Yes	Yes	59	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	96.65	5580.80	No	auto	midTerm	q4
Female	Yes	Yes	Yes	58	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	24.50	1497.90	No	auto	midTerm	q4
Female	Yes	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	114.50	4527.45	Yes	auto	midTerm	q3
Female	No	No	No	59	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	twoYear	Yes	creditCard	79.20	4590.35	No	auto	midTerm	q4
Female	Yes	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	200.20	No	check	shortTerm	q1
Male	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.05	614.45	No	auto	midTerm	q3
Male	No	Yes	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.85	4564.90	No	check	midTerm	q3
Male	Yes	Yes	Yes	0	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.75	0.00	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.95	171.15	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.60	1012.40	No	auto	midTerm	q3
Female	No	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.30	940.35	Yes	check	shortTerm	q2
Female	No	No	No	11	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	89.70	1047.70	Yes	auto	shortTerm	q2
Male	Yes	No	No	32	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	87.65	2766.40	No	auto	midTerm	q3
Male	No	Yes	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	100.45	1622.45	Yes	auto	shortTerm	q2
Female	Yes	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.75	1129.35	No	auto	shortTerm	q2
Female	Yes	No	No	51	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	107.45	5680.90	No	auto	midTerm	q3
Male	Yes	No	No	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	75.35	2243.90	No	auto	midTerm	q2
Male	Yes	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	64.95	4523.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	electronicCheck	100.45	7159.70	No	check	longTerm	q4
Male	Yes	Yes	Yes	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	68.50	2839.95	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.55	80.55	No	check	shortTerm	q1
Female	Yes	Yes	No	7	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	81.25	580.10	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	25	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	90.40	2178.60	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	No	electronicCheck	89.55	6038.55	No	check	longTerm	q4
Male	Yes	Yes	Yes	5	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.70	259.40	No	check	shortTerm	q1
Male	Yes	No	Yes	15	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.80	324.15	No	check	shortTerm	q2
Female	Yes	Yes	Yes	20	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.00	417.65	No	check	shortTerm	q2
Male	Yes	Yes	Yes	3	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	56.15	168.15	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.20	5637.85	No	check	midTerm	q3
Male	Yes	No	No	42	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.55	839.40	No	check	midTerm	q3
Female	Yes	Yes	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.75	769.10	No	check	shortTerm	q1
Female	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	97.45	6253.00	No	auto	longTerm	q4
Female	Yes	Yes	No	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.25	1641.80	No	auto	longTerm	q4
Female	Yes	No	No	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.60	1678.05	No	auto	longTerm	q4
Male	Yes	Yes	No	40	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.15	2058.50	No	check	midTerm	q3
Male	Yes	No	No	60	No	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	39.60	2424.50	No	auto	midTerm	q4
Female	Yes	No	No	4	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	94.40	387.20	Yes	auto	shortTerm	q1
Female	No	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	89.85	6293.45	No	check	longTerm	q4
Female	Yes	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	78.95	2839.65	Yes	auto	midTerm	q3
Male	Yes	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.85	3145.90	No	auto	midTerm	q3
Male	Yes	No	No	39	Yes	Yes	DSL	No	No	No	Yes	No	No	twoYear	Yes	creditCard	53.85	2200.70	No	auto	midTerm	q3
Female	Yes	No	No	38	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	24.25	914.40	No	check	midTerm	q3
Male	Yes	No	No	52	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	twoYear	Yes	creditCard	89.45	4577.75	No	auto	midTerm	q3
Female	Yes	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	105.25	4997.50	No	auto	midTerm	q3
Male	Yes	Yes	Yes	70	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	59.50	4144.80	No	auto	longTerm	q4
Male	Yes	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.55	1493.55	No	auto	shortTerm	q2
Female	Yes	No	No	50	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.50	4179.10	No	auto	midTerm	q3
Female	Yes	No	No	19	No	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	44.85	893.55	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	25	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	61.60	1611.00	No	auto	midTerm	q2
Male	Yes	No	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	49.05	593.05	No	auto	shortTerm	q2
Male	No	Yes	No	39	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.65	4284.80	Yes	check	midTerm	q3
Male	Yes	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	74.65	544.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	23	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	mailedCheck	66.25	1533.80	No	check	midTerm	q2
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.40	529.80	No	check	midTerm	q2
Male	No	No	No	47	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	86.05	3865.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	26	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.15	515.75	No	auto	midTerm	q2
Female	Yes	Yes	No	14	Yes	Yes	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	64.70	941.00	Yes	auto	shortTerm	q2
Female	No	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.05	1133.65	Yes	auto	shortTerm	q2
Male	Yes	No	Yes	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.25	48.35	No	check	shortTerm	q1
Female	Yes	Yes	Yes	26	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.95	2070.05	No	check	midTerm	q2
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.65	8333.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.00	1209.25	No	auto	longTerm	q4
Male	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.80	1396.25	No	check	longTerm	q4
Male	Yes	Yes	Yes	11	Yes	Yes	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	65.15	723.35	No	auto	shortTerm	q2
Male	No	Yes	No	14	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	228.65	No	check	shortTerm	q2
Female	Yes	No	Yes	13	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.95	1161.75	No	auto	shortTerm	q2
Male	Yes	No	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.20	98.35	No	check	shortTerm	q1
Male	No	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.20	775.30	No	auto	shortTerm	q2
Male	Yes	Yes	No	18	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	56.80	1074.65	No	auto	shortTerm	q2
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.55	35.55	Yes	check	shortTerm	q1
Female	Yes	Yes	No	32	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	75.50	2324.70	No	auto	midTerm	q3
Male	Yes	No	No	29	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	35.60	1072.60	No	check	midTerm	q2
Female	Yes	No	No	3	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	60.25	170.50	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.15	196.90	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	96.65	1162.85	Yes	check	shortTerm	q2
Female	Yes	No	No	41	No	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	40.35	1677.85	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	18.85	18.85	No	check	shortTerm	q1
Male	Yes	No	No	7	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	54.85	370.40	No	check	shortTerm	q1
Female	Yes	Yes	No	52	Yes	No	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	mailedCheck	64.30	3410.60	No	check	midTerm	q3
Female	Yes	Yes	Yes	45	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.65	1138.80	No	auto	midTerm	q3
Male	Yes	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	76.10	5264.25	No	auto	longTerm	q4
Female	Yes	No	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	18.70	1005.70	No	check	midTerm	q3
Female	No	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	97.95	5936.55	No	auto	longTerm	q4
Female	Yes	Yes	No	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.10	5475.90	No	auto	midTerm	q4
Female	No	Yes	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.40	224.05	Yes	check	shortTerm	q1
Female	No	Yes	No	23	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	2326.05	No	check	midTerm	q2
Male	Yes	No	Yes	1	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	31.35	31.35	Yes	check	shortTerm	q1
Female	Yes	No	No	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	72.35	4991.50	No	auto	longTerm	q4
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.75	1052.40	Yes	auto	shortTerm	q2
Female	No	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	82.70	5831.20	No	auto	longTerm	q4
Male	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.90	510.80	No	auto	midTerm	q2
Female	Yes	No	No	5	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	53.80	283.95	No	check	shortTerm	q1
Male	Yes	No	No	26	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	51.55	1295.40	No	auto	midTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	19.65	No	check	shortTerm	q1
Male	No	No	No	70	No	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	44.05	3011.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.00	8093.15	No	check	longTerm	q4
Male	Yes	Yes	No	60	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	94.40	5610.25	Yes	check	midTerm	q4
Female	No	Yes	Yes	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.40	3217.65	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.85	19.85	Yes	check	shortTerm	q1
Female	Yes	No	No	14	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	54.25	773.20	No	check	shortTerm	q2
Female	Yes	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	80.00	1029.35	No	auto	shortTerm	q2
Female	Yes	No	No	6	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	109.90	669.45	Yes	auto	shortTerm	q1
Female	Yes	No	No	46	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	mailedCheck	79.20	3593.80	No	check	midTerm	q3
Male	Yes	No	No	15	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.35	1553.95	Yes	check	shortTerm	q2
Male	No	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	94.30	3953.15	No	check	midTerm	q3
Male	Yes	No	No	39	Yes	No	DSL	No	No	No	Yes	No	No	twoYear	Yes	bankTransfer	49.80	1971.15	No	auto	midTerm	q3
Male	No	No	No	21	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	60.05	1236.15	Yes	auto	midTerm	q2
Male	Yes	No	No	57	No	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	53.75	3196.00	No	check	midTerm	q4
Female	Yes	Yes	No	53	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	93.45	4872.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	18	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	87.90	1500.50	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	60.15	60.15	Yes	check	shortTerm	q1
Female	Yes	Yes	No	58	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	61.05	3478.75	No	auto	midTerm	q4
Female	No	No	No	71	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	104.05	7413.55	No	auto	longTerm	q4
Female	Yes	No	No	35	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	99.25	3532.00	No	check	midTerm	q3
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	85.70	256.75	No	auto	shortTerm	q1
Male	Yes	No	No	38	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	104.85	3887.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	69.15	2490.15	No	auto	midTerm	q3
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	90.45	593.45	Yes	check	shortTerm	q1
Female	Yes	No	No	47	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	74.45	3510.30	No	check	midTerm	q3
Female	Yes	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.45	765.45	No	check	shortTerm	q2
Female	No	Yes	No	20	Yes	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	60.00	1259.35	No	check	shortTerm	q2
Male	Yes	Yes	No	66	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	85.25	5538.35	No	check	longTerm	q4
Male	Yes	Yes	No	15	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.45	340.85	No	auto	shortTerm	q2
Female	Yes	No	No	42	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.75	844.45	No	auto	midTerm	q3
Female	Yes	Yes	No	17	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	78.90	1348.95	No	check	shortTerm	q2
Male	Yes	No	No	37	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	104.50	3778.00	No	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.40	611.65	No	check	shortTerm	q2
Male	Yes	Yes	No	53	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	94.25	4867.95	Yes	auto	midTerm	q3
Female	Yes	No	No	60	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.00	1505.05	No	check	midTerm	q4
Male	Yes	Yes	Yes	18	No	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.55	467.85	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	74.90	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	194.20	No	check	shortTerm	q1
Female	Yes	No	Yes	9	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	69.40	571.45	No	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.25	80.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	93.15	5253.95	No	check	midTerm	q4
Male	Yes	Yes	Yes	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.00	1149.65	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	11	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	66.35	740.80	Yes	check	shortTerm	q2
Male	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	521.35	No	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.20	1412.65	No	auto	longTerm	q4
Male	Yes	No	No	19	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	86.00	1532.45	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.30	250.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.40	1090.60	No	auto	midTerm	q3
Male	Yes	Yes	No	62	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	23.75	1446.80	No	auto	longTerm	q4
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	90.55	2282.55	Yes	auto	midTerm	q2
Female	Yes	Yes	Yes	62	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	70.45	4300.45	No	auto	longTerm	q4
Male	Yes	No	No	17	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	No	bankTransfer	65.75	1111.20	No	auto	shortTerm	q2
Male	Yes	No	No	9	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.60	190.10	No	check	shortTerm	q1
Male	Yes	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	69.25	4447.75	No	check	longTerm	q4
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.90	143.35	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	Yes	check	shortTerm	q1
Female	Yes	Yes	No	16	No	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	49.95	810.20	Yes	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.65	1830.05	No	auto	longTerm	q4
Male	Yes	No	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	90.40	2820.65	No	auto	midTerm	q3
Female	Yes	Yes	No	49	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	100.85	4847.35	No	check	midTerm	q3
Male	Yes	Yes	No	61	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	75.35	4729.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	47	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	87.20	4017.45	No	check	midTerm	q3
Male	Yes	No	No	20	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	creditCard	64.40	1398.60	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	34	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.30	2564.30	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.70	1685.90	No	auto	longTerm	q4
Male	Yes	No	Yes	54	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.85	5826.65	No	check	midTerm	q3
Male	No	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	mailedCheck	98.30	6066.55	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.95	228.40	Yes	check	shortTerm	q1
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.45	270.20	No	check	shortTerm	q2
Female	No	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.15	1529.20	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	3	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	58.70	168.60	No	auto	shortTerm	q1
Male	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.15	536.35	No	check	midTerm	q2
Male	Yes	No	No	30	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	64.50	1888.45	No	check	midTerm	q3
Female	Yes	Yes	No	21	No	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	28.50	629.35	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.30	45.30	Yes	check	shortTerm	q1
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.40	289.30	Yes	auto	shortTerm	q2
Male	No	Yes	No	23	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.45	2117.25	No	check	midTerm	q2
Female	Yes	Yes	Yes	45	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	105.15	4730.90	No	check	midTerm	q3
Female	Yes	Yes	Yes	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	bankTransfer	83.15	2033.05	No	auto	midTerm	q2
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	90.15	987.95	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.05	45.05	Yes	check	shortTerm	q1
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	103.20	5744.35	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	75.80	75.80	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.45	19.45	No	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.30	523.15	Yes	check	shortTerm	q1
Female	No	Yes	No	55	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	No	creditCard	88.80	4805.30	No	auto	midTerm	q3
Female	Yes	No	No	2	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	30.90	59.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.90	6110.75	No	auto	longTerm	q4
Female	No	No	No	45	No	No	DSL	No	No	No	No	No	Yes	oneYear	No	electronicCheck	34.20	1596.60	No	check	midTerm	q3
Female	Yes	No	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	1046.20	No	check	midTerm	q3
Female	No	No	No	46	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	creditCard	95.25	4424.20	Yes	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.30	92.75	No	check	shortTerm	q1
Female	Yes	Yes	No	2	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.15	194.55	No	check	shortTerm	q1
Female	Yes	Yes	No	12	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	51.25	612.10	No	check	shortTerm	q2
Female	No	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.60	6127.60	Yes	auto	longTerm	q4
Male	Yes	Yes	Yes	69	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	95.20	6671.70	No	auto	longTerm	q4
Male	No	No	Yes	56	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	creditCard	94.80	5264.30	No	auto	midTerm	q4
Female	No	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.25	303.70	No	check	shortTerm	q1
Male	Yes	Yes	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	76.10	4818.80	No	auto	longTerm	q4
Male	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	110.15	6448.05	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	115.55	7159.05	No	auto	longTerm	q4
Male	Yes	Yes	Yes	63	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.65	1574.50	No	auto	longTerm	q4
Female	Yes	No	No	53	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	53.60	2879.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.45	86.05	No	check	shortTerm	q1
Male	No	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	88.20	4159.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	101.15	6638.35	No	auto	longTerm	q4
Female	Yes	Yes	No	55	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	56.80	3112.05	No	check	midTerm	q3
Female	No	Yes	No	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	electronicCheck	99.40	7168.25	No	check	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.10	1326.25	No	auto	longTerm	q4
Male	Yes	Yes	Yes	36	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	60.70	2234.55	No	auto	midTerm	q3
Male	Yes	Yes	No	25	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.95	495.15	No	auto	midTerm	q2
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.85	8317.95	No	auto	longTerm	q4
Female	Yes	No	No	36	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.25	679.80	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	62.80	62.80	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	105.50	7544.00	No	check	longTerm	q4
Male	Yes	Yes	Yes	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.85	1188.25	No	check	midTerm	q4
Male	No	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	676.70	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	74.10	74.10	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	30	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.50	3242.50	No	check	midTerm	q3
Male	Yes	No	No	64	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	1240.15	No	check	longTerm	q4
Male	Yes	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	bankTransfer	68.80	4111.35	No	auto	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	84.45	5899.85	No	auto	longTerm	q4
Male	Yes	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.00	632.95	Yes	check	shortTerm	q1
Female	Yes	No	No	62	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	84.50	5193.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.20	7530.80	No	auto	longTerm	q4
Male	Yes	No	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.75	270.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.60	5460.20	No	auto	longTerm	q4
Female	No	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	80.70	1614.20	No	auto	shortTerm	q2
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.60	402.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	24	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	57.60	1367.75	No	check	midTerm	q2
Female	Yes	Yes	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.05	483.70	Yes	check	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.60	7962.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	66	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	58.20	3810.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	45	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	81.00	3533.60	No	check	midTerm	q3
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.70	1396.90	No	auto	longTerm	q4
Male	No	Yes	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.60	1345.55	Yes	auto	shortTerm	q2
Female	Yes	No	No	28	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	59.55	1646.45	No	auto	midTerm	q2
Female	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	115.55	8127.60	Yes	auto	longTerm	q4
Female	Yes	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	75.55	2680.15	No	check	midTerm	q3
Male	No	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.60	1281.00	Yes	check	shortTerm	q2
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.20	1553.90	Yes	check	shortTerm	q2
Female	Yes	Yes	No	34	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.65	3207.55	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	42	No	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	45.10	2049.05	No	auto	midTerm	q3
Male	Yes	No	No	48	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	bankTransfer	70.95	3629.20	No	auto	midTerm	q3
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.55	5124.55	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	39	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	89.55	3474.45	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.90	202.30	No	auto	shortTerm	q2
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.95	147.50	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.60	86.35	No	check	shortTerm	q1
Male	Yes	No	No	8	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	66.70	579.00	No	check	shortTerm	q1
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.45	19.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	32	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	mailedCheck	94.80	3131.55	No	check	midTerm	q3
Male	Yes	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	65.85	3928.30	No	auto	midTerm	q4
Female	Yes	Yes	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.95	187.75	No	auto	shortTerm	q2
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.65	1710.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	76.35	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	69.25	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	43	No	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	51.25	2151.60	No	auto	midTerm	q3
Male	Yes	Yes	No	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	99.50	5961.10	Yes	auto	midTerm	q4
Female	Yes	Yes	No	23	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	54.25	1221.55	No	check	midTerm	q2
Female	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.40	1496.45	No	auto	longTerm	q4
Male	Yes	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	creditCard	56.25	1292.20	No	auto	midTerm	q2
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.15	25.15	No	check	shortTerm	q1
Male	Yes	No	No	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.95	1713.10	No	auto	longTerm	q4
Male	Yes	No	No	50	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	35.40	1748.90	No	check	midTerm	q3
Female	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.20	25.20	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.00	96.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	75.35	1114.55	No	auto	shortTerm	q2
Male	Yes	No	No	31	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.40	609.10	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.15	20.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	105.00	7133.25	Yes	auto	longTerm	q4
Female	Yes	Yes	Yes	0	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	56.05	0.00	No	auto	shortTerm	q1
Male	Yes	No	Yes	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	54.70	169.45	Yes	auto	shortTerm	q1
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	141.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	73.05	4688.65	No	auto	longTerm	q4
Female	Yes	Yes	No	28	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.50	563.05	No	check	midTerm	q2
Female	Yes	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.75	5985.00	No	auto	midTerm	q4
Female	Yes	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	87.25	1258.60	Yes	check	shortTerm	q2
Male	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.95	373.50	No	check	shortTerm	q2
Male	Yes	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	857.20	Yes	check	shortTerm	q2
Female	Yes	Yes	No	51	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.65	2553.35	No	check	midTerm	q3
Female	Yes	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	mailedCheck	65.65	4322.85	No	check	longTerm	q4
Male	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.45	250.80	No	check	shortTerm	q2
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	60.95	4549.05	No	auto	longTerm	q4
Male	Yes	Yes	Yes	66	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	20.35	1359.50	No	check	longTerm	q4
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	88.35	1639.30	Yes	check	shortTerm	q2
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.50	178.85	No	check	shortTerm	q1
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.20	633.85	No	auto	shortTerm	q1
Male	Yes	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	111.45	5315.10	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.15	735.50	No	check	shortTerm	q2
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	889.90	Yes	check	shortTerm	q1
Female	No	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.05	1290.00	Yes	check	shortTerm	q2
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	78.45	330.05	Yes	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	237.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.00	6474.40	No	auto	longTerm	q4
Female	Yes	Yes	Yes	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	85.50	4421.95	No	auto	midTerm	q3
Male	Yes	Yes	No	59	No	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	41.05	2452.70	Yes	auto	midTerm	q4
Male	Yes	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.60	813.85	Yes	check	shortTerm	q2
Male	No	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.15	4904.85	No	check	longTerm	q4
Male	Yes	No	No	54	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	84.40	4484.05	No	check	midTerm	q3
Female	Yes	No	No	33	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	60.90	2033.85	No	check	midTerm	q3
Female	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.25	538.20	No	auto	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.20	79.20	Yes	check	shortTerm	q1
Male	Yes	No	No	23	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	mailedCheck	95.30	2192.90	No	check	midTerm	q2
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	19.85	No	check	shortTerm	q1
Male	Yes	Yes	Yes	45	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.35	3858.05	No	check	midTerm	q3
Female	Yes	Yes	Yes	39	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.85	854.80	No	auto	midTerm	q3
Male	Yes	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	70.00	347.40	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	82.30	5815.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	58	Yes	Yes	DSL	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	66.80	3970.40	No	auto	midTerm	q4
Female	Yes	No	No	70	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	44.60	3058.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	61	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	98.45	6145.20	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.70	129.20	No	check	shortTerm	q1
Female	Yes	Yes	Yes	46	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	24.95	1165.90	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	49.95	49.95	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	1554.00	Yes	check	midTerm	q2
Female	Yes	No	No	48	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	102.50	4904.25	No	auto	midTerm	q3
Male	Yes	No	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.55	5632.55	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.30	1643.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	12	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	58.35	740.55	No	auto	shortTerm	q2
Female	No	Yes	No	34	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.25	3217.55	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	creditCard	68.75	4888.20	No	auto	longTerm	q4
Male	Yes	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.80	2440.25	No	check	midTerm	q2
Male	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.10	620.55	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	20.35	No	check	shortTerm	q1
Female	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.80	6840.95	No	check	longTerm	q4
Male	Yes	Yes	No	41	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	73.00	3001.20	Yes	check	midTerm	q3
Female	Yes	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.05	6254.20	Yes	auto	longTerm	q4
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	82.85	319.60	No	auto	shortTerm	q1
Female	Yes	No	No	24	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	84.35	1938.05	No	check	midTerm	q2
Female	Yes	Yes	Yes	14	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.55	294.50	No	check	shortTerm	q2
Male	Yes	No	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	58.30	No	check	shortTerm	q1
Female	No	No	No	4	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.80	442.85	Yes	auto	shortTerm	q1
Female	Yes	No	Yes	18	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.00	553.00	Yes	check	shortTerm	q2
Male	Yes	No	No	8	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	66.25	546.45	No	check	shortTerm	q1
Female	Yes	No	No	35	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.30	797.10	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	76.00	76.00	Yes	check	shortTerm	q1
Male	Yes	No	Yes	66	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.30	1673.80	No	auto	longTerm	q4
Male	Yes	No	Yes	8	No	No	DSL	Yes	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	44.55	343.45	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.10	7412.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	92.55	4039.00	No	auto	midTerm	q3
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	170.85	Yes	check	shortTerm	q1
Male	No	No	No	29	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.45	2948.60	No	auto	midTerm	q2
Female	Yes	Yes	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.30	1308.40	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	94.55	6078.75	No	auto	longTerm	q4
Male	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	95.50	3418.20	No	check	midTerm	q3
Male	Yes	No	No	64	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.30	6603.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	58	No	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	55.50	3166.90	No	auto	midTerm	q4
Female	No	No	No	18	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	49.85	865.75	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.55	6373.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.15	1177.05	No	check	longTerm	q4
Female	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	5985.75	No	check	midTerm	q4
Male	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	84.40	732.50	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.05	7869.05	No	auto	longTerm	q4
Male	Yes	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.10	1504.05	Yes	check	shortTerm	q2
Female	Yes	No	Yes	48	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.95	936.70	No	check	midTerm	q3
Male	Yes	Yes	No	12	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.15	741.40	No	check	shortTerm	q2
Male	No	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	92.00	6585.20	No	check	longTerm	q4
Male	No	No	No	44	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	73.85	3122.40	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.45	50.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	45	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.45	1088.25	No	check	midTerm	q3
Female	Yes	No	No	23	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.80	615.35	No	auto	midTerm	q2
Female	Yes	Yes	No	43	Yes	Yes	DSL	No	No	No	Yes	Yes	No	oneYear	Yes	bankTransfer	64.85	2908.20	No	auto	midTerm	q3
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.75	739.90	No	auto	midTerm	q3
Male	Yes	Yes	No	9	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	68.95	593.85	No	check	shortTerm	q1
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.95	1132.75	Yes	check	shortTerm	q2
Female	No	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	109.40	7227.45	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.40	193.60	Yes	check	shortTerm	q1
Male	Yes	No	No	27	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	49.00	1291.35	No	check	midTerm	q2
Female	Yes	No	No	40	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	Yes	mailedCheck	50.25	2023.55	No	check	midTerm	q3
Female	No	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.55	349.65	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.90	153.95	No	auto	shortTerm	q1
Female	No	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	97.80	5458.80	No	auto	midTerm	q4
Female	Yes	Yes	Yes	52	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	100.30	5244.45	No	check	midTerm	q3
Male	Yes	Yes	No	3	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	55.80	154.55	No	check	shortTerm	q1
Male	Yes	No	Yes	41	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.15	4507.15	No	check	midTerm	q3
Male	Yes	No	No	20	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	98.55	2031.95	No	check	shortTerm	q2
Male	Yes	No	Yes	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.05	50.05	No	check	shortTerm	q1
Male	Yes	No	Yes	4	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	creditCard	80.80	332.45	Yes	auto	shortTerm	q1
Male	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.85	473.90	No	check	midTerm	q2
Female	No	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.50	106.80	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.35	152.60	No	check	shortTerm	q1
Male	Yes	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	MtM	No	mailedCheck	69.50	1199.40	No	check	shortTerm	q2
Male	No	No	No	52	No	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	creditCard	48.80	2555.05	No	auto	midTerm	q3
Male	Yes	No	No	31	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.50	2979.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	29	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.65	654.85	No	check	midTerm	q2
Female	Yes	Yes	No	36	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	106.05	3834.40	No	auto	midTerm	q3
Female	Yes	Yes	No	16	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.00	1534.75	Yes	check	shortTerm	q2
Male	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	108.30	4586.15	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.55	20.55	Yes	check	shortTerm	q1
Female	Yes	No	No	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	99.65	5941.05	No	check	midTerm	q4
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	85.30	424.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	22	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	No	creditCard	95.90	2234.95	No	auto	midTerm	q2
Male	Yes	Yes	No	36	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.00	666.75	No	check	midTerm	q3
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	281.00	Yes	check	shortTerm	q1
Male	Yes	No	No	9	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	mailedCheck	64.95	547.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.60	74.60	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	12	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.20	571.15	No	check	shortTerm	q2
Female	Yes	No	No	23	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	73.75	1756.60	No	check	midTerm	q2
Male	Yes	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	bankTransfer	92.30	5731.45	No	auto	longTerm	q4
Male	Yes	No	No	37	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	98.80	3475.55	Yes	auto	midTerm	q3
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.20	156.85	No	check	shortTerm	q1
Male	Yes	Yes	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	creditCard	88.65	2683.20	No	auto	midTerm	q3
Male	Yes	Yes	Yes	13	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.40	896.75	Yes	auto	shortTerm	q2
Female	Yes	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.75	2407.30	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.95	4456.65	No	auto	midTerm	q3
Female	No	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	105.40	6998.95	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	36.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	106.00	6547.70	Yes	check	longTerm	q4
Male	Yes	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.70	4346.40	Yes	check	midTerm	q3
Female	Yes	No	No	44	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	49.05	2265.00	No	check	midTerm	q3
Male	Yes	No	No	39	No	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	mailedCheck	35.55	1309.15	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.10	4754.30	No	auto	longTerm	q4
Female	No	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.85	1235.55	No	check	shortTerm	q2
Female	Yes	Yes	Yes	51	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	creditCard	69.75	3562.50	No	auto	midTerm	q3
Female	No	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	99.20	7213.75	No	check	longTerm	q4
Male	No	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.70	2082.95	Yes	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	55.05	102.75	Yes	auto	shortTerm	q1
Female	Yes	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.80	5914.40	No	check	midTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	51.25	51.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	23	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	57.75	1282.85	No	check	midTerm	q2
Female	No	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	70.85	4738.85	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	19.55	No	check	shortTerm	q1
Male	No	No	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.20	1775.80	Yes	check	shortTerm	q2
Male	Yes	No	No	11	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.50	795.65	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.75	145.00	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	No	bankTransfer	98.15	4993.40	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.25	61.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	51	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.15	4018.55	No	auto	midTerm	q3
Male	No	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.65	1146.65	Yes	check	shortTerm	q2
Male	No	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.25	6081.40	No	check	longTerm	q4
Female	Yes	No	No	37	No	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	40.20	1478.85	No	auto	midTerm	q3
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.95	243.65	No	check	shortTerm	q2
Male	Yes	Yes	No	49	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	55.35	2633.95	No	check	midTerm	q3
Female	No	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	102.15	4735.35	No	auto	midTerm	q3
Female	Yes	No	No	18	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.10	1247.75	No	check	shortTerm	q2
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes	check	shortTerm	q1
Male	Yes	Yes	No	68	No	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	54.10	3794.50	No	auto	longTerm	q4
Male	Yes	No	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.65	1008.70	No	auto	midTerm	q3
Female	No	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	88.45	2130.55	No	auto	midTerm	q2
Male	Yes	No	No	17	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	76.65	1313.55	Yes	check	shortTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	80.40	5727.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	67	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.25	1372.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.80	1203.90	No	check	shortTerm	q2
Female	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.80	25.80	Yes	check	shortTerm	q1
Female	Yes	No	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.50	1215.10	No	auto	longTerm	q4
Female	Yes	No	No	41	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	68.60	2877.05	No	check	midTerm	q3
Female	Yes	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	92.60	1579.70	No	check	shortTerm	q2
Male	Yes	Yes	No	56	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.55	5514.95	No	check	midTerm	q4
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.55	96.10	No	auto	shortTerm	q1
Female	Yes	No	No	2	No	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	42.60	72.40	Yes	check	shortTerm	q1
Female	Yes	Yes	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.60	55.25	No	check	shortTerm	q1
Male	Yes	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	67.45	2443.30	No	check	midTerm	q3
Female	Yes	No	No	29	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	68.85	1970.50	Yes	auto	midTerm	q2
Male	Yes	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.55	335.40	No	check	shortTerm	q1
Female	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	109.85	7002.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.65	158.95	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	95.40	293.15	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	21.00	1493.75	No	auto	longTerm	q4
Female	Yes	No	No	19	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	56.20	1093.40	No	check	shortTerm	q2
Female	Yes	Yes	No	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	18.40	1057.85	No	auto	midTerm	q4
Male	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	No	creditCard	90.00	190.05	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	35	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.75	882.55	No	check	midTerm	q3
Male	Yes	No	No	14	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.60	300.40	No	auto	shortTerm	q2
Female	Yes	No	No	14	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.35	1025.95	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.80	1436.95	No	auto	longTerm	q4
Male	No	Yes	No	7	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	electronicCheck	64.20	475.00	No	check	shortTerm	q1
Male	Yes	Yes	Yes	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.75	5388.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	78.95	5730.15	No	check	longTerm	q4
Male	Yes	No	No	8	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	100.85	819.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	50.30	217.10	No	check	shortTerm	q1
Male	Yes	Yes	Yes	63	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	80.30	4896.35	No	auto	longTerm	q4
Male	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.85	1434.10	No	auto	longTerm	q4
Female	Yes	No	No	46	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	electronicCheck	21.10	937.10	No	check	midTerm	q3
Female	Yes	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.95	330.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	30	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.00	1474.90	No	check	midTerm	q3
Male	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.75	6536.50	No	auto	longTerm	q4
Female	Yes	No	No	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.85	1128.10	No	auto	midTerm	q4
Female	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.50	6873.75	Yes	check	longTerm	q4
Male	Yes	Yes	Yes	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	85.90	2199.05	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	Yes	check	shortTerm	q1
Male	No	Yes	No	6	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.80	457.10	No	check	shortTerm	q1
Male	Yes	No	No	22	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.25	566.50	No	check	midTerm	q2
Female	Yes	Yes	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	80.55	2471.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	81.50	3107.30	No	auto	midTerm	q3
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.90	518.30	No	check	midTerm	q2
Female	Yes	Yes	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.10	5769.75	Yes	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	electronicCheck	91.70	91.70	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	67.25	832.30	No	check	shortTerm	q2
Female	Yes	No	No	16	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	95.60	1555.65	Yes	auto	shortTerm	q2
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	45.30	No	check	shortTerm	q1
Male	Yes	No	Yes	39	No	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	bankTransfer	45.05	1790.60	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	74.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	7	No	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	34.65	246.60	No	check	shortTerm	q1
Male	No	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.35	261.65	No	check	shortTerm	q1
Male	No	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.35	898.35	Yes	check	shortTerm	q2
Female	Yes	No	No	55	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	81.55	4509.50	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	75.40	5480.25	No	auto	longTerm	q4
Female	Yes	Yes	No	10	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	67.80	653.15	No	auto	shortTerm	q2
Male	No	No	No	11	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.40	1183.05	No	check	shortTerm	q2
Female	Yes	Yes	Yes	15	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.30	639.45	No	check	shortTerm	q2
Female	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.40	478.75	No	auto	midTerm	q2
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Female	No	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.00	127.10	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	47	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	96.10	4391.45	No	check	midTerm	q3
Female	Yes	No	Yes	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	270.60	No	check	shortTerm	q2
Male	Yes	No	No	66	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.50	6710.50	Yes	check	longTerm	q4
Female	No	Yes	No	68	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	60.65	3975.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	17	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	98.60	1704.95	Yes	auto	shortTerm	q2
Female	Yes	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	59.50	415.95	Yes	check	shortTerm	q1
Male	No	Yes	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.45	950.20	Yes	check	shortTerm	q2
Female	No	Yes	No	21	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	71.70	1497.05	No	auto	midTerm	q2
Male	Yes	No	No	21	No	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	36.00	780.15	No	check	midTerm	q2
Female	Yes	Yes	Yes	56	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	No	bankTransfer	65.20	3512.15	No	auto	midTerm	q4
Female	Yes	Yes	Yes	6	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	48.95	273.25	No	auto	shortTerm	q1
Female	No	No	No	65	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	53.50	3517.90	No	auto	longTerm	q4
Male	Yes	Yes	No	42	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	creditCard	80.45	3375.90	No	auto	midTerm	q3
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.05	7508.55	No	auto	longTerm	q4
Male	Yes	Yes	Yes	48	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	26.30	1245.05	No	auto	midTerm	q3
Female	No	No	No	50	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.80	5347.95	No	check	midTerm	q3
Female	No	No	No	7	Yes	No	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	64.95	493.65	No	check	shortTerm	q1
Female	Yes	Yes	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	19.35	1263.85	No	check	longTerm	q4
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	21.10	385.55	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	42	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	77.95	3384.00	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.85	84.20	No	check	shortTerm	q1
Female	Yes	No	Yes	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	26.00	1638.70	No	auto	longTerm	q4
Male	No	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	165.40	Yes	check	shortTerm	q1
Female	Yes	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	120.25	No	check	shortTerm	q1
Male	Yes	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	bankTransfer	96.90	4473.45	No	auto	midTerm	q3
Male	Yes	Yes	No	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.55	520.55	No	auto	midTerm	q2
Female	Yes	Yes	Yes	70	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.40	5717.85	No	auto	longTerm	q4
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.80	88.80	Yes	check	shortTerm	q1
Male	Yes	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	94.65	4312.50	No	check	midTerm	q3
Male	Yes	No	No	30	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.25	2755.35	Yes	check	midTerm	q3
Female	Yes	No	No	15	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	64.65	994.55	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	95.75	6511.25	No	auto	longTerm	q4
Male	Yes	No	No	65	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.55	1218.65	No	auto	longTerm	q4
Male	No	Yes	Yes	72	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	104.10	7447.70	No	auto	longTerm	q4
Male	No	Yes	No	13	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	89.05	1169.35	Yes	auto	shortTerm	q2
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.10	279.50	No	check	shortTerm	q2
Male	Yes	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.55	5720.35	No	check	midTerm	q3
Male	Yes	Yes	Yes	51	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	60.50	3121.45	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	90.95	6468.60	No	auto	longTerm	q4
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	87.40	5918.80	Yes	check	longTerm	q4
Male	Yes	No	No	34	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	675.60	No	check	midTerm	q3
Male	Yes	Yes	No	67	No	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	50.95	3521.70	No	auto	longTerm	q4
Female	Yes	Yes	No	49	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.05	923.10	No	auto	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.40	1110.35	No	check	midTerm	q3
Male	Yes	No	No	27	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	59.45	1611.65	No	check	midTerm	q2
Female	No	No	No	23	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	2293.60	Yes	check	midTerm	q2
Male	Yes	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	81.50	5553.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	2	No	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	29.05	44.75	No	auto	shortTerm	q1
Female	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.45	3029.10	Yes	check	midTerm	q3
Female	Yes	Yes	No	46	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	70.60	3231.05	No	check	midTerm	q3
Female	Yes	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	97.20	5129.45	No	auto	midTerm	q3
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.25	5508.35	Yes	check	midTerm	q4
Female	Yes	Yes	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	75.75	655.90	Yes	auto	shortTerm	q1
Male	Yes	No	No	20	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	59.20	1191.20	No	auto	shortTerm	q2
Male	Yes	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	75.90	866.40	No	check	shortTerm	q2
Female	No	Yes	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.05	2627.20	No	check	midTerm	q3
Male	Yes	Yes	No	68	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	bankTransfer	70.95	4741.45	No	auto	longTerm	q4
Male	No	Yes	No	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.60	4009.20	No	check	midTerm	q3
Female	No	Yes	No	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	85.35	1463.45	Yes	auto	shortTerm	q2
Male	Yes	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	106.10	5082.80	Yes	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	43.80	43.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	63	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	59.00	3707.60	No	check	longTerm	q4
Female	Yes	No	No	3	Yes	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	69.95	220.45	No	check	shortTerm	q1
Female	Yes	No	No	48	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.35	1133.70	No	auto	midTerm	q3
Male	Yes	No	No	66	No	No	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	29.45	1983.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	twoYear	Yes	creditCard	84.40	5746.75	No	auto	longTerm	q4
Male	No	No	No	17	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.05	770.60	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.65	134.05	No	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	87.10	6230.10	No	auto	longTerm	q4
Female	Yes	Yes	No	29	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	573.05	No	check	midTerm	q2
Male	Yes	Yes	No	37	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	90.35	3419.30	No	check	midTerm	q3
Female	Yes	No	No	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	109.80	3587.25	Yes	check	midTerm	q3
Female	No	No	No	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.65	3541.35	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	65.50	3801.30	No	check	midTerm	q4
Male	Yes	Yes	Yes	11	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	79.50	868.50	Yes	auto	shortTerm	q2
Male	No	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.95	4859.10	No	check	midTerm	q4
Female	Yes	No	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	56.15	1439.35	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	mailedCheck	85.80	85.80	Yes	check	shortTerm	q1
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.10	79.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	17	No	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	34.40	592.75	No	check	shortTerm	q2
Male	Yes	Yes	No	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.75	1185.95	No	check	midTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	18.80	18.80	No	check	shortTerm	q1
Female	Yes	Yes	Yes	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.30	134.50	Yes	check	shortTerm	q1
Female	Yes	No	No	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	90.80	4921.20	No	check	midTerm	q3
Male	Yes	No	No	35	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.60	901.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	creditCard	105.95	5341.80	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	creditCard	70.80	4859.95	No	auto	longTerm	q4
Male	Yes	Yes	No	47	Yes	Yes	No	No	No	No	No	No	No	MtM	No	electronicCheck	25.40	1139.20	No	check	midTerm	q3
Female	No	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	108.80	7082.45	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.75	324.60	Yes	check	shortTerm	q1
Male	Yes	Yes	No	51	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	4812.75	Yes	check	midTerm	q3
Female	Yes	No	No	46	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	96.05	4399.50	Yes	auto	midTerm	q3
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.85	663.55	No	check	shortTerm	q1
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.25	174.65	No	check	shortTerm	q1
Male	Yes	No	No	14	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	24.80	321.70	No	auto	shortTerm	q2
Female	Yes	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	115.65	5125.50	No	check	midTerm	q3
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.60	548.90	No	auto	shortTerm	q1
Male	No	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.15	50.15	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.15	7031.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	72.10	5016.65	No	auto	longTerm	q4
Female	Yes	Yes	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	113.60	4594.95	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.10	611.45	No	check	midTerm	q2
Female	Yes	No	No	29	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.90	2384.15	Yes	check	midTerm	q2
Female	Yes	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.15	319.85	No	check	shortTerm	q1
Male	Yes	Yes	Yes	6	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.40	153.30	No	check	shortTerm	q1
Female	No	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	105.40	7035.60	No	auto	longTerm	q4
Male	No	No	Yes	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.75	344.20	No	check	shortTerm	q1
Male	Yes	Yes	Yes	56	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	24.45	1431.65	No	check	midTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.00	1849.20	No	auto	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	85.25	6083.10	No	check	longTerm	q4
Male	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.60	426.65	No	auto	midTerm	q2
Female	Yes	No	Yes	35	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.15	1655.35	No	check	midTerm	q3
Male	No	Yes	No	27	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.55	1943.90	No	check	midTerm	q2
Female	Yes	Yes	Yes	26	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	60.05	1616.15	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	12	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	26.40	314.95	No	check	shortTerm	q2
Female	Yes	No	No	40	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	804.85	No	check	midTerm	q3
Male	Yes	Yes	Yes	7	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	58.85	465.70	No	check	shortTerm	q1
Male	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	97.55	6669.05	No	auto	longTerm	q4
Male	Yes	Yes	Yes	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.65	1161.75	No	auto	midTerm	q4
Male	Yes	Yes	Yes	39	No	No	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	25.25	947.75	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.45	8375.05	No	auto	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	34.70	34.70	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	70.70	3770.00	No	check	midTerm	q3
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.30	264.80	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	75.55	4707.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	twoYear	Yes	electronicCheck	84.80	6152.40	No	check	longTerm	q4
Female	Yes	No	No	42	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.65	958.10	No	check	midTerm	q3
Male	Yes	No	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.45	943.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	102.45	6615.15	Yes	auto	longTerm	q4
Female	Yes	Yes	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	104.40	2200.25	Yes	auto	midTerm	q2
Male	Yes	No	No	11	No	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	35.65	425.10	No	check	shortTerm	q2
Male	Yes	No	Yes	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.75	99.75	Yes	check	shortTerm	q1
Female	No	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	90.45	5044.80	No	check	midTerm	q3
Male	Yes	No	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	97.65	6743.55	No	auto	longTerm	q4
Female	No	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	73.85	196.40	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.40	299.70	Yes	check	shortTerm	q1
Male	No	No	No	30	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	twoYear	Yes	creditCard	69.10	2093.90	No	auto	midTerm	q3
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	82.75	417.75	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.40	1725.40	No	auto	longTerm	q4
Female	Yes	No	No	29	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	electronicCheck	55.25	1620.20	No	check	midTerm	q2
Male	Yes	Yes	No	52	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	61.35	3169.55	No	auto	midTerm	q3
Male	Yes	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	creditCard	76.75	5233.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.40	967.85	No	check	midTerm	q3
Male	Yes	No	No	8	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	creditCard	54.75	438.05	No	auto	shortTerm	q1
Male	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	1421.90	No	auto	longTerm	q4
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.90	323.15	No	auto	shortTerm	q2
Male	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.95	318.60	No	check	shortTerm	q1
Female	No	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	83.80	163.70	No	auto	shortTerm	q1
Female	Yes	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	74.25	639.65	Yes	auto	shortTerm	q1
Female	Yes	No	No	51	No	No	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	56.40	2928.50	No	auto	midTerm	q3
Female	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	100.35	No	check	shortTerm	q1
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.90	273.20	No	check	shortTerm	q1
Female	No	No	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	1608.15	No	check	shortTerm	q2
Male	Yes	Yes	No	30	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	49.90	1441.95	No	check	midTerm	q3
Male	Yes	No	No	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	71.05	2168.15	No	check	midTerm	q3
Female	Yes	No	No	45	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	81.65	3618.70	No	auto	midTerm	q3
Male	Yes	Yes	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	89.45	5692.65	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	59.85	59.85	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes	check	shortTerm	q1
Male	No	Yes	Yes	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	99.00	5969.30	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.05	19.05	No	check	shortTerm	q1
Male	Yes	No	No	9	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.40	418.80	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.45	8100.55	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.50	19.50	Yes	check	shortTerm	q1
Female	Yes	Yes	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.25	313.45	No	check	shortTerm	q1
Female	Yes	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	90.55	6130.95	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	40	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.40	745.30	No	auto	midTerm	q3
Male	Yes	No	No	16	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	71.40	1212.10	No	auto	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	87.15	183.75	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.85	1583.50	No	auto	longTerm	q4
Female	Yes	Yes	No	41	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.45	4162.05	No	auto	midTerm	q3
Female	Yes	Yes	Yes	56	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.80	1119.90	No	auto	midTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.45	8013.55	No	auto	longTerm	q4
Female	Yes	Yes	Yes	3	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	84.75	264.85	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	1102.40	No	auto	midTerm	q3
Male	No	No	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.75	5832.00	No	check	midTerm	q3
Female	Yes	No	No	50	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	89.70	4304.50	No	auto	midTerm	q3
Male	Yes	No	No	14	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	89.95	1178.40	Yes	check	shortTerm	q2
Male	Yes	Yes	No	27	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	No	creditCard	48.70	1421.75	No	auto	midTerm	q2
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	96.60	6827.50	No	auto	longTerm	q4
Male	Yes	No	No	62	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	74.30	4698.05	No	auto	longTerm	q4
Female	Yes	No	No	12	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	54.30	654.50	No	check	shortTerm	q2
Female	No	No	No	44	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	74.85	3268.05	No	auto	midTerm	q3
Male	Yes	Yes	Yes	54	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	79.95	4362.05	No	auto	midTerm	q3
Female	Yes	No	No	68	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.05	1386.90	No	auto	longTerm	q4
Male	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.40	415.40	No	check	shortTerm	q2
Male	Yes	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	No	bankTransfer	54.90	2614.10	No	auto	midTerm	q3
Male	Yes	No	No	58	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.45	1513.60	No	auto	midTerm	q4
Male	Yes	Yes	Yes	35	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	89.65	3161.60	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.40	80.95	No	check	shortTerm	q1
Male	Yes	Yes	Yes	63	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	75.70	4676.70	No	check	longTerm	q4
Female	Yes	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	110.65	6526.65	No	auto	midTerm	q4
Female	Yes	Yes	Yes	27	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.55	583.30	No	check	midTerm	q2
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.15	8078.10	No	auto	longTerm	q4
Female	Yes	No	No	63	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	creditCard	58.55	3503.50	No	auto	longTerm	q4
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	93.25	6669.45	No	auto	longTerm	q4
Female	No	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	113.20	4689.50	Yes	check	midTerm	q3
Male	No	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.50	1201.15	Yes	check	shortTerm	q2
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.00	143.65	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	68	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.35	1292.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.75	48.75	No	check	shortTerm	q1
Male	No	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.05	7108.20	No	check	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.00	1802.55	No	auto	longTerm	q4
Female	Yes	No	No	28	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	54.90	1505.15	No	auto	midTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.75	1859.10	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.15	168.50	No	check	shortTerm	q1
Female	Yes	No	Yes	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.15	390.85	Yes	auto	shortTerm	q2
Male	No	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.35	6339.45	No	check	midTerm	q4
Female	No	No	No	26	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	66.05	1652.40	No	check	midTerm	q2
Male	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	71.65	Yes	check	shortTerm	q1
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	77.50	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.20	6392.85	No	auto	longTerm	q4
Female	Yes	No	No	38	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	84.25	3264.50	Yes	auto	midTerm	q3
Female	No	Yes	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.20	4599.15	No	auto	midTerm	q3
Female	Yes	Yes	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.60	1134.25	No	auto	midTerm	q4
Male	Yes	Yes	No	54	No	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	30.40	1621.35	No	check	midTerm	q3
Female	Yes	No	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	78.10	947.30	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	44	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	61.50	2722.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	42	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	69.40	3058.30	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.75	1769.60	No	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	91.05	6293.75	No	check	longTerm	q4
Female	Yes	Yes	No	19	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	89.65	1761.05	Yes	check	shortTerm	q2
Female	Yes	Yes	No	23	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	73.65	1642.75	No	auto	midTerm	q2
Female	Yes	No	No	30	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.40	578.50	No	auto	midTerm	q3
Male	Yes	No	No	35	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	26.20	954.90	No	auto	midTerm	q3
Female	Yes	No	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.70	973.25	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	43.85	43.85	No	auto	shortTerm	q1
Male	Yes	No	No	22	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.70	1490.40	No	check	midTerm	q2
Male	Yes	Yes	Yes	7	No	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	mailedCheck	38.55	280.00	No	check	shortTerm	q1
Female	Yes	No	No	36	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	53.10	1901.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	34	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.65	716.40	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	creditCard	64.45	4720.00	No	auto	longTerm	q4
Male	Yes	Yes	Yes	36	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.10	930.95	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.35	76.35	Yes	check	shortTerm	q1
Female	Yes	No	No	23	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.15	1676.95	Yes	check	midTerm	q2
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	2642.05	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	95.15	6770.85	No	auto	longTerm	q4
Female	No	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.35	1835.30	No	check	midTerm	q2
Male	Yes	Yes	No	17	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	96.65	1588.25	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	75.50	75.50	No	check	shortTerm	q1
Male	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	258.35	No	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.50	1502.25	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.20	19.20	No	check	shortTerm	q1
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	98.35	6929.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.35	4453.30	No	auto	midTerm	q4
Female	Yes	Yes	Yes	61	No	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	51.35	3244.40	No	auto	longTerm	q4
Female	Yes	Yes	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	323.45	No	check	shortTerm	q1
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.30	2661.10	Yes	check	midTerm	q3
Female	Yes	No	Yes	31	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	86.55	2697.40	Yes	auto	midTerm	q3
Male	Yes	No	No	19	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.85	1424.50	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.30	1401.15	No	auto	longTerm	q4
Female	Yes	No	No	32	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	54.20	1739.60	No	check	midTerm	q3
Male	Yes	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.65	5931.00	No	check	longTerm	q4
Female	Yes	Yes	Yes	45	No	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	50.90	2333.85	No	auto	midTerm	q3
Male	Yes	No	No	42	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	25.05	949.85	No	check	midTerm	q3
Male	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	572.45	No	check	shortTerm	q1
Male	Yes	No	Yes	32	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.50	696.80	No	check	midTerm	q3
Female	No	Yes	No	22	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	63.55	1381.80	No	check	midTerm	q2
Male	No	Yes	No	57	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.85	2572.95	Yes	check	midTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	47.95	47.95	No	check	shortTerm	q1
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.10	45.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.00	45.00	No	check	shortTerm	q1
Male	Yes	No	No	24	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.00	2122.45	Yes	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.05	20.05	Yes	auto	shortTerm	q1
Male	No	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.05	4931.80	No	check	midTerm	q3
Female	Yes	No	No	4	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.30	116.95	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	108.65	6937.95	Yes	auto	longTerm	q4
Female	Yes	Yes	No	56	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	24.30	1261.70	No	check	midTerm	q4
Male	Yes	No	No	45	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	75.95	3273.80	No	check	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	1415.85	No	auto	longTerm	q4
Male	Yes	Yes	No	59	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	creditCard	66.40	3958.20	No	auto	midTerm	q4
Male	Yes	No	No	69	No	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	35.75	2492.25	No	auto	longTerm	q4
Male	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	18.80	279.20	No	check	shortTerm	q2
Female	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.40	1083.00	No	auto	midTerm	q3
Female	Yes	No	No	38	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.30	755.50	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.55	402.60	Yes	check	shortTerm	q2
Female	No	Yes	No	47	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	67.45	3252.00	No	auto	midTerm	q3
Female	Yes	Yes	No	2	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.10	68.75	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	46.20	46.20	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.15	45.15	Yes	check	shortTerm	q1
Male	No	No	No	1	No	No	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	43.30	43.30	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.10	936.85	No	check	midTerm	q3
Female	No	No	No	38	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	57.15	2250.65	Yes	auto	midTerm	q3
Female	Yes	Yes	No	65	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	58.90	3857.10	No	auto	longTerm	q4
Female	Yes	Yes	No	19	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	73.20	1441.10	Yes	check	shortTerm	q2
Male	Yes	No	No	52	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.35	4338.60	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.45	1378.45	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.95	45.95	Yes	check	shortTerm	q1
Female	No	No	No	52	No	No	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	50.50	2566.30	No	check	midTerm	q3
Male	Yes	Yes	No	6	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	25.10	171.00	No	check	shortTerm	q1
Female	No	Yes	No	26	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	mailedCheck	60.70	1597.40	No	check	midTerm	q2
Male	No	No	No	48	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	99.00	4744.35	No	check	midTerm	q3
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.40	6721.60	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	83.75	247.25	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.05	44.05	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.10	1734.65	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.55	45.55	No	check	shortTerm	q1
Female	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.80	4539.35	No	check	midTerm	q3
Female	Yes	Yes	Yes	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.70	804.25	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	70.65	5011.15	No	auto	longTerm	q4
Female	Yes	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	86.45	3574.50	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.10	8086.40	No	auto	longTerm	q4
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	95.20	4563.00	No	auto	midTerm	q3
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.55	6362.35	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.75	67.10	No	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.05	70.05	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.00	165.45	Yes	check	shortTerm	q1
Male	Yes	No	No	26	No	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	44.65	1156.55	No	auto	midTerm	q2
Male	Yes	Yes	Yes	29	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	60.20	1834.15	No	check	midTerm	q2
Female	No	Yes	No	35	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	100.50	3653.35	Yes	auto	midTerm	q3
Male	Yes	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	bankTransfer	55.45	1477.65	No	auto	midTerm	q2
Male	Yes	Yes	Yes	24	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	70.30	1706.45	No	auto	midTerm	q2
Male	Yes	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	bankTransfer	60.40	3953.70	No	auto	longTerm	q4
Female	Yes	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	72.65	1194.30	Yes	check	shortTerm	q2
Female	Yes	No	No	23	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	No	bankTransfer	55.80	1327.85	No	auto	midTerm	q2
Male	Yes	No	No	14	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	31.10	419.70	No	check	shortTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	21.00	21.00	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.10	45.10	Yes	check	shortTerm	q1
Male	No	No	No	4	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	50.95	207.35	No	auto	shortTerm	q1
Male	Yes	No	Yes	16	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	69.10	1083.70	No	check	shortTerm	q2
Female	Yes	Yes	No	46	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	43.95	2007.85	No	check	midTerm	q3
Male	Yes	No	Yes	68	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.50	5882.75	No	auto	longTerm	q4
Male	Yes	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	69.95	2657.55	No	check	midTerm	q3
Male	No	Yes	No	30	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	50.40	1527.50	Yes	auto	midTerm	q3
Female	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.95	378.40	Yes	check	shortTerm	q1
Male	Yes	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	90.95	1612.20	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.90	76.65	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	20.15	260.70	No	check	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.60	6441.85	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.00	266.80	No	check	shortTerm	q1
Male	Yes	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	94.45	5124.60	Yes	check	midTerm	q4
Female	Yes	No	No	41	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	24.85	962.25	No	check	midTerm	q3
Male	Yes	No	No	40	No	No	DSL	No	Yes	No	Yes	No	No	oneYear	No	creditCard	36.00	1382.90	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	78.50	571.05	No	check	shortTerm	q1
Male	Yes	No	No	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.95	1399.35	No	auto	longTerm	q4
Male	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.65	150.00	No	check	shortTerm	q1
Female	Yes	Yes	Yes	5	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.50	167.20	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	106.10	7657.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	44	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.50	865.05	No	auto	midTerm	q3
Female	Yes	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	95.50	6153.85	No	check	longTerm	q4
Female	Yes	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	64.60	174.20	No	check	shortTerm	q1
Male	Yes	No	No	24	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	51.10	1269.60	No	auto	midTerm	q2
Female	Yes	No	No	44	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.80	3862.55	Yes	auto	midTerm	q3
Female	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.10	6352.40	No	auto	longTerm	q4
Male	Yes	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.95	1348.50	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	50.90	50.90	Yes	check	shortTerm	q1
Male	Yes	Yes	No	22	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.45	471.55	No	auto	midTerm	q2
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.95	5931.75	No	auto	longTerm	q4
Male	Yes	Yes	Yes	25	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	60.35	1404.65	No	check	midTerm	q2
Male	Yes	Yes	Yes	37	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.80	726.10	No	auto	midTerm	q3
Female	No	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	85.35	1961.60	No	auto	midTerm	q2
Female	Yes	Yes	Yes	59	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	72.10	4194.85	No	auto	midTerm	q4
Male	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4872.45	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	47	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	107.35	5118.95	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	31	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.55	658.95	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.05	81.05	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.50	76.95	No	check	shortTerm	q1
Female	Yes	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	111.80	5809.75	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	20.20	No	check	shortTerm	q1
Male	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.70	415.90	No	check	shortTerm	q2
Female	Yes	No	No	3	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.10	246.50	Yes	check	shortTerm	q1
Female	Yes	No	No	51	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.85	996.95	No	auto	midTerm	q3
Female	Yes	Yes	No	51	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	60.50	3145.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	265.30	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.90	20.90	No	check	shortTerm	q1
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	21.05	21.05	No	check	shortTerm	q1
Male	Yes	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	71.50	4576.30	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	54.65	189.10	No	check	shortTerm	q1
Male	Yes	No	No	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.20	908.15	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	49.80	49.80	No	auto	shortTerm	q1
Male	Yes	No	Yes	8	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.50	215.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.50	1500.95	No	auto	longTerm	q4
Male	Yes	Yes	Yes	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	90.40	5099.15	No	auto	midTerm	q3
Female	Yes	No	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	bankTransfer	90.25	6385.95	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.75	159.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	No	bankTransfer	104.60	6885.75	No	auto	longTerm	q4
Male	Yes	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	91.85	5940.85	Yes	auto	longTerm	q4
Male	Yes	Yes	No	14	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	50.20	668.85	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	20	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.50	1916.20	No	auto	shortTerm	q2
Male	Yes	No	Yes	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.35	75.35	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.45	75.45	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.40	4613.95	No	auto	midTerm	q3
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	bankTransfer	101.30	7261.25	No	auto	longTerm	q4
Female	Yes	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	53.10	2459.80	No	check	midTerm	q3
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	84.85	2048.80	No	auto	midTerm	q2
Female	Yes	Yes	Yes	5	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	34.25	163.55	No	check	shortTerm	q1
Female	Yes	Yes	Yes	33	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	creditCard	88.60	2888.70	No	auto	midTerm	q3
Female	Yes	No	No	42	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	bankTransfer	60.15	2421.60	No	auto	midTerm	q3
Male	Yes	No	No	23	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	99.95	2292.75	No	auto	midTerm	q2
Male	Yes	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.70	553.40	No	auto	shortTerm	q1
Male	Yes	No	No	66	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	mailedCheck	54.80	3465.70	No	check	longTerm	q4
Male	Yes	No	No	24	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	49.55	1210.40	Yes	auto	midTerm	q2
Male	No	No	No	24	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	54.80	1291.30	No	auto	midTerm	q2
Male	Yes	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	78.60	5356.45	Yes	auto	longTerm	q4
Female	Yes	No	No	53	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	100.30	5200.80	No	check	midTerm	q3
Female	Yes	No	No	60	No	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	53.60	3237.05	No	check	midTerm	q4
Female	Yes	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.10	576.65	Yes	check	shortTerm	q1
Female	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	19.35	433.75	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	23	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.60	1868.40	No	check	midTerm	q2
Male	Yes	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	80.80	5728.55	No	check	longTerm	q4
Male	Yes	Yes	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	825.70	Yes	check	shortTerm	q2
Male	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	390.40	No	check	midTerm	q2
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.55	93.55	Yes	check	shortTerm	q1
Male	No	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.70	2845.15	No	check	midTerm	q3
Female	Yes	No	No	57	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	69.75	3894.40	No	check	midTerm	q4
Female	Yes	Yes	Yes	45	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.00	886.40	No	auto	midTerm	q3
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.25	1021.55	No	check	shortTerm	q2
Female	Yes	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	102.10	5885.40	Yes	auto	midTerm	q4
Male	Yes	No	Yes	14	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	268.40	No	check	shortTerm	q2
Male	Yes	Yes	No	27	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	mailedCheck	80.85	2204.35	No	check	midTerm	q2
Female	Yes	Yes	Yes	14	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	90.90	1259.00	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	12	No	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.20	309.10	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	93.30	6398.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	89.15	2257.75	Yes	auto	midTerm	q2
Male	No	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.85	6287.25	Yes	check	midTerm	q4
Female	Yes	Yes	Yes	35	No	No	DSL	Yes	No	No	Yes	Yes	No	twoYear	Yes	creditCard	46.35	1662.05	No	auto	midTerm	q3
Female	No	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.75	1350.15	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	45	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.75	3600.65	No	auto	midTerm	q3
Female	Yes	No	No	17	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	83.55	1329.15	No	check	shortTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.70	45.70	Yes	check	shortTerm	q1
Male	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.60	422.50	No	check	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.95	69.95	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	67.85	4627.65	No	check	longTerm	q4
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.65	6717.90	No	auto	longTerm	q4
Female	Yes	Yes	No	2	No	No	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	44.60	97.10	Yes	check	shortTerm	q1
Male	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	1710.45	Yes	check	midTerm	q2
Female	No	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	75.50	637.40	No	auto	shortTerm	q1
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.15	117.95	No	check	shortTerm	q1
Male	Yes	No	No	54	No	No	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	creditCard	45.20	2460.55	No	auto	midTerm	q3
Female	Yes	No	No	57	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	95.25	5464.65	Yes	check	midTerm	q4
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	89.85	2165.05	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	mailedCheck	100.45	4941.80	Yes	check	midTerm	q3
Male	Yes	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	47.15	223.15	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.20	181.10	Yes	check	shortTerm	q1
Female	Yes	No	Yes	4	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	87.10	341.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	79.25	5731.85	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.90	357.75	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	85.70	4616.10	No	check	midTerm	q3
Female	Yes	Yes	No	47	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	98.75	4533.70	Yes	check	midTerm	q3
Female	Yes	No	Yes	31	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.10	589.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	13	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	61.80	750.10	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	28	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	49.90	1410.25	No	check	midTerm	q2
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.45	830.85	Yes	check	shortTerm	q2
Male	Yes	Yes	No	38	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.40	743.50	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.30	45.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	104.10	7040.85	Yes	check	longTerm	q4
Male	Yes	Yes	No	52	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	75.40	3865.45	No	check	midTerm	q3
Male	Yes	Yes	Yes	62	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	108.15	6825.65	No	check	longTerm	q4
Female	Yes	No	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.25	1340.10	No	check	shortTerm	q2
Female	No	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.00	371.65	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	95.70	1184.00	No	check	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.85	8477.70	No	auto	longTerm	q4
Male	No	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	105.75	7382.85	No	auto	longTerm	q4
Female	Yes	Yes	No	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.15	456.85	No	check	midTerm	q2
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	331.60	No	check	shortTerm	q2
Male	Yes	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	90.60	6056.15	Yes	auto	longTerm	q4
Male	Yes	No	Yes	2	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	60.95	134.60	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	5	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.05	125.50	No	check	shortTerm	q1
Female	Yes	Yes	No	15	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	88.15	1390.60	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.20	20.20	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	60.30	2511.30	No	auto	midTerm	q3
Female	Yes	No	Yes	43	Yes	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	63.95	2737.05	No	check	midTerm	q3
Male	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.30	74.30	No	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.60	70.60	No	check	shortTerm	q1
Female	Yes	Yes	Yes	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.80	2361.80	Yes	check	midTerm	q2
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.35	1730.35	Yes	check	midTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	90.55	6404.00	No	auto	longTerm	q4
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.45	165.35	No	check	shortTerm	q1
Female	No	No	No	28	Yes	Yes	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	64.45	1867.60	No	auto	midTerm	q2
Male	No	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	1043.30	No	check	shortTerm	q2
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.50	128.60	No	check	shortTerm	q1
Female	Yes	No	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.50	7455.45	No	auto	longTerm	q4
Female	Yes	No	Yes	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.70	24.70	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	77.40	206.15	No	check	shortTerm	q1
Male	No	No	No	21	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	96.80	2030.30	Yes	auto	midTerm	q2
Female	Yes	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	85.40	5869.40	No	auto	longTerm	q4
Female	Yes	Yes	No	71	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	47.60	3377.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.40	1346.20	No	check	longTerm	q4
Female	Yes	No	No	48	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.85	4946.05	No	check	midTerm	q3
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	83.35	4065.00	Yes	auto	midTerm	q3
Female	Yes	No	No	2	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.40	106.55	Yes	check	shortTerm	q1
Male	Yes	No	No	45	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	108.45	4964.70	No	auto	midTerm	q3
Male	Yes	No	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	81.00	4085.75	No	auto	midTerm	q3
Female	Yes	Yes	No	22	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	79.20	1742.75	Yes	check	midTerm	q2
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.65	6224.80	No	auto	longTerm	q4
Male	Yes	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	92.95	3415.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.35	6325.25	No	check	longTerm	q4
Male	Yes	Yes	Yes	7	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	48.70	340.25	Yes	check	shortTerm	q1
Female	Yes	No	No	66	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.15	1683.60	No	auto	longTerm	q4
Male	Yes	Yes	Yes	51	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	76.40	3966.30	No	auto	midTerm	q3
Female	Yes	Yes	Yes	30	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.55	608.50	No	auto	midTerm	q3
Female	Yes	No	No	34	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	85.35	2896.60	No	check	midTerm	q3
Male	Yes	Yes	Yes	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.80	1514.85	No	check	longTerm	q4
Male	No	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.15	6792.45	No	auto	longTerm	q4
Male	Yes	No	No	47	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	100.75	4669.20	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	95.60	Yes	check	shortTerm	q1
Female	Yes	No	No	49	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	59.75	2934.30	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	No	creditCard	94.10	6302.80	No	auto	longTerm	q4
Male	Yes	No	Yes	39	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.35	779.20	No	auto	midTerm	q3
Male	Yes	No	No	14	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	283.75	No	check	shortTerm	q2
Female	No	No	No	43	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	108.15	4600.70	Yes	auto	midTerm	q3
Male	No	No	No	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.05	5594.00	No	check	midTerm	q4
Female	Yes	No	No	14	Yes	No	DSL	No	No	No	Yes	No	Yes	oneYear	No	creditCard	59.10	772.85	No	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	71.35	71.35	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	mailedCheck	55.85	857.80	No	check	shortTerm	q2
Male	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.05	7554.05	No	check	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	84.10	5981.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	23	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	75.30	1702.90	No	auto	midTerm	q2
Male	Yes	No	Yes	21	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.70	467.15	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.15	20.15	Yes	check	shortTerm	q1
Male	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.75	69.75	Yes	auto	shortTerm	q1
Female	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.20	2931.00	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	17	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	80.85	1400.85	Yes	check	shortTerm	q2
Female	Yes	No	No	4	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	33.65	137.85	Yes	check	shortTerm	q1
Female	Yes	No	No	36	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	No	electronicCheck	55.80	1941.50	No	check	midTerm	q3
Female	Yes	No	No	50	No	No	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	creditCard	39.70	1932.75	No	auto	midTerm	q3
Female	Yes	Yes	Yes	48	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	29.50	1423.05	No	auto	midTerm	q3
Female	Yes	No	Yes	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.15	970.85	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	79.55	5810.90	No	auto	longTerm	q4
Male	Yes	No	Yes	10	Yes	Yes	No	No	No	No	No	No	No	MtM	No	creditCard	24.80	223.90	No	auto	shortTerm	q2
Female	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	391.70	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.95	79.95	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.30	19.30	Yes	check	shortTerm	q1
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.05	811.65	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	90.75	174.75	No	check	shortTerm	q1
Female	Yes	Yes	No	40	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	78.85	3126.85	No	auto	midTerm	q3
Male	Yes	Yes	No	69	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	99.50	6841.45	No	auto	longTerm	q4
Female	Yes	Yes	No	37	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	99.20	3754.60	Yes	check	midTerm	q3
Male	Yes	No	Yes	18	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	80.55	1406.65	No	auto	shortTerm	q2
Male	No	Yes	No	11	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	834.70	No	check	shortTerm	q2
Female	Yes	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.20	627.40	Yes	auto	shortTerm	q1
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	242.00	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	55	Yes	No	DSL	Yes	No	No	No	No	Yes	oneYear	No	creditCard	59.45	3157.00	No	auto	midTerm	q3
Male	Yes	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.35	3092.00	No	check	midTerm	q3
Female	Yes	No	No	46	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.95	2168.90	No	auto	midTerm	q3
Male	Yes	No	No	34	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	26.10	980.35	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.20	65.95	No	check	shortTerm	q1
Male	Yes	Yes	Yes	30	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	21.25	711.90	No	check	midTerm	q3
Female	Yes	No	No	33	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	electronicCheck	59.40	1952.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	95.00	4368.85	No	auto	midTerm	q3
Male	Yes	No	No	40	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	61.90	2647.10	No	check	midTerm	q3
Female	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	118.65	8477.60	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	54.35	54.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	64.45	4528.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	22	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.15	1790.65	No	check	midTerm	q2
Male	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.20	845.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	21.00	1210.30	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	20.45	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	75.85	854.45	No	check	shortTerm	q2
Male	Yes	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.45	2429.10	No	check	midTerm	q3
Male	Yes	Yes	No	5	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.95	100.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	67	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	twoYear	Yes	electronicCheck	75.50	5229.45	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.45	44.45	No	check	shortTerm	q1
Male	Yes	Yes	No	40	No	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	electronicCheck	42.35	1716.45	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	74.55	3023.55	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.30	75.30	Yes	check	shortTerm	q1
Male	Yes	No	No	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	94.80	4837.60	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	42	No	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	creditCard	48.15	2032.30	No	auto	midTerm	q3
Male	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	436.90	No	check	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.55	70.55	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.15	20.15	No	check	shortTerm	q1
Female	Yes	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	106.60	5893.95	No	auto	midTerm	q4
Male	Yes	No	Yes	15	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.00	1430.05	No	check	shortTerm	q2
Male	Yes	Yes	Yes	12	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.40	313.00	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	54	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	69.95	3871.85	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	66.85	458.10	No	check	shortTerm	q1
Female	Yes	Yes	Yes	33	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	creditCard	86.15	2745.70	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.15	341.35	No	check	shortTerm	q2
Female	Yes	No	Yes	21	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	mailedCheck	64.85	1336.80	No	check	midTerm	q2
Male	No	Yes	No	30	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	74.85	2181.75	No	check	midTerm	q3
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.50	147.75	No	check	shortTerm	q1
Male	Yes	No	No	11	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	72.90	818.45	No	check	shortTerm	q2
Female	Yes	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	115.05	7133.45	No	auto	longTerm	q4
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.00	348.80	No	check	shortTerm	q2
Male	Yes	No	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	128.60	No	check	shortTerm	q1
Female	Yes	No	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.10	4674.40	No	check	midTerm	q3
Male	Yes	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.10	1737.45	No	check	midTerm	q2
Male	Yes	No	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.15	1498.85	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.10	50.10	No	check	shortTerm	q1
Female	Yes	Yes	No	25	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.60	1797.75	No	check	midTerm	q2
Female	Yes	No	Yes	24	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	498.10	No	check	midTerm	q2
Female	Yes	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	2624.25	Yes	check	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.55	184.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.80	5498.80	No	auto	midTerm	q3
Female	Yes	Yes	Yes	57	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.50	4845.40	No	check	midTerm	q4
Female	Yes	No	No	15	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.05	369.10	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	83.70	6096.90	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	75.80	160.75	Yes	check	shortTerm	q1
Male	Yes	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	creditCard	96.60	2684.35	No	auto	midTerm	q2
Male	No	Yes	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	3004.15	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	101.10	6994.80	No	auto	longTerm	q4
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.20	273.25	No	check	shortTerm	q2
Female	No	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	94.05	5483.90	No	check	midTerm	q4
Male	No	Yes	No	13	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.25	1233.65	Yes	check	shortTerm	q2
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.40	527.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.00	4985.90	No	check	longTerm	q4
Female	Yes	No	No	21	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	60.25	1258.35	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	60.85	111.40	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	43.95	43.95	No	auto	shortTerm	q1
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	86.05	308.10	No	check	shortTerm	q1
Female	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.25	383.65	No	auto	shortTerm	q2
Female	Yes	No	No	30	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	85.15	2555.90	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	67	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.40	1284.20	No	auto	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	102.65	7550.30	No	auto	longTerm	q4
Male	Yes	Yes	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.90	1110.05	No	auto	midTerm	q3
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.55	99.60	No	check	shortTerm	q1
Male	No	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	95.50	6707.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	50	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	84.15	4164.40	No	auto	midTerm	q3
Male	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	103.20	5873.75	No	check	midTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	50.20	109.25	No	auto	shortTerm	q1
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.55	179.25	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.75	1338.15	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.95	862.40	No	auto	midTerm	q3
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	116.25	8564.75	No	check	longTerm	q4
Female	Yes	No	No	29	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	31.20	926.20	No	check	midTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.45	1718.20	No	auto	longTerm	q4
Male	Yes	Yes	No	71	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.20	5956.85	No	auto	longTerm	q4
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.30	91.30	Yes	check	shortTerm	q1
Male	No	Yes	No	56	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.65	4824.45	No	auto	midTerm	q4
Male	Yes	No	Yes	56	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	21.20	1238.65	No	check	midTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.50	79.50	Yes	check	shortTerm	q1
Female	Yes	Yes	No	28	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	25.55	672.20	No	check	midTerm	q2
Female	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	382.20	No	check	shortTerm	q2
Male	Yes	Yes	No	66	Yes	Yes	DSL	No	No	No	Yes	No	Yes	MtM	No	electronicCheck	63.85	4264.60	No	check	longTerm	q4
Female	Yes	Yes	Yes	17	Yes	Yes	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	61.95	1070.70	No	check	shortTerm	q2
Male	Yes	Yes	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.75	1345.85	No	check	midTerm	q3
Female	Yes	No	No	19	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	No	electronicCheck	58.20	1045.25	No	check	shortTerm	q2
Female	Yes	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	85.85	3003.55	No	auto	midTerm	q3
Male	No	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.10	467.55	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	104.90	7537.50	No	auto	longTerm	q4
Male	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	111.30	7482.10	Yes	check	longTerm	q4
Male	No	No	No	34	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.85	3343.15	No	check	midTerm	q3
Male	No	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.25	5427.05	Yes	auto	midTerm	q4
Female	Yes	Yes	No	7	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	86.25	587.10	Yes	check	shortTerm	q1
Female	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	100.80	Yes	check	shortTerm	q1
Male	Yes	Yes	No	8	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.55	161.15	No	auto	shortTerm	q1
Female	Yes	No	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	104.00	7028.50	No	check	longTerm	q4
Female	Yes	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	104.40	5232.90	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.50	225.85	No	check	shortTerm	q2
Female	Yes	Yes	Yes	12	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.25	274.70	No	auto	shortTerm	q2
Female	Yes	No	No	14	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.30	1180.95	Yes	check	shortTerm	q2
Female	Yes	Yes	No	70	No	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	49.85	3370.20	No	auto	longTerm	q4
Female	No	No	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.95	7111.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.90	5958.85	No	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.00	5999.85	No	auto	longTerm	q4
Male	No	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.95	1648.45	No	check	shortTerm	q2
Male	Yes	Yes	No	72	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.35	5753.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	64.05	4492.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	101.15	3956.70	No	auto	midTerm	q3
Female	Yes	No	No	28	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.95	2625.55	Yes	check	midTerm	q2
Male	No	Yes	No	17	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	76.45	1233.40	Yes	check	shortTerm	q2
Male	Yes	No	No	33	No	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	39.10	1309.00	No	check	midTerm	q3
Female	Yes	Yes	Yes	23	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	34.60	813.45	No	check	midTerm	q2
Male	Yes	Yes	Yes	58	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	19.55	1108.80	No	check	midTerm	q4
Female	No	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.45	7349.35	No	auto	longTerm	q4
Male	Yes	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.50	294.20	No	check	shortTerm	q1
Male	Yes	Yes	Yes	45	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.35	929.20	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	740.00	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	36	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.45	754.50	No	auto	midTerm	q3
Male	Yes	No	No	54	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	69.90	3883.30	No	check	midTerm	q3
Male	Yes	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	No	No	twoYear	No	mailedCheck	59.70	1414.20	No	check	midTerm	q2
Female	Yes	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	78.35	3211.20	No	auto	midTerm	q3
Male	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.45	371.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	27	No	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	45.85	1246.40	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.85	95.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	67	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	creditCard	35.70	2545.70	No	auto	longTerm	q4
Female	No	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	89.55	6448.85	No	auto	longTerm	q4
Female	Yes	Yes	Yes	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.95	1468.90	No	auto	midTerm	q4
Male	Yes	Yes	Yes	44	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	24.85	1013.60	No	check	midTerm	q3
Female	No	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	6690.75	No	check	longTerm	q4
Female	Yes	No	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	64.40	2088.75	Yes	check	midTerm	q3
Female	Yes	Yes	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	105.35	7240.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.45	102.45	Yes	check	shortTerm	q1
Female	Yes	No	No	40	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.65	830.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	30	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	54.45	1588.70	No	auto	midTerm	q3
Female	Yes	No	No	11	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	mailedCheck	70.50	829.30	No	check	shortTerm	q2
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.10	302.45	No	auto	shortTerm	q2
Male	Yes	No	No	11	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	69.35	712.25	No	check	shortTerm	q2
Female	Yes	Yes	Yes	64	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.80	1336.65	No	auto	longTerm	q4
Male	No	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	74.40	5360.75	No	auto	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	93.05	6735.05	No	auto	longTerm	q4
Female	Yes	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	51.20	51.20	No	check	shortTerm	q1
Female	Yes	No	Yes	15	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	creditCard	65.60	1010.00	No	auto	shortTerm	q2
Female	Yes	No	No	60	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	80.55	4847.05	No	auto	midTerm	q4
Male	Yes	No	No	56	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	52.70	3019.70	No	check	midTerm	q4
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.85	161.65	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	No	creditCard	80.10	217.55	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	49	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	52.15	2583.75	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.20	146.05	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	98.15	567.45	Yes	auto	shortTerm	q1
Male	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.95	7711.25	No	auto	longTerm	q4
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	112.95	1384.75	Yes	check	shortTerm	q2
Male	No	Yes	No	52	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.45	5481.25	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.65	8124.20	No	auto	longTerm	q4
Female	Yes	No	No	40	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.60	827.30	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.90	70.90	Yes	check	shortTerm	q1
Female	No	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	86.85	220.95	Yes	check	shortTerm	q1
Female	No	No	No	40	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.55	3673.60	No	check	midTerm	q3
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.85	49.85	No	check	shortTerm	q1
Male	Yes	Yes	No	30	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.80	576.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	23	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.85	2331.30	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	74.50	Yes	check	shortTerm	q1
Female	No	Yes	No	44	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	104.15	4495.65	No	check	midTerm	q3
Male	Yes	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.15	6941.20	Yes	check	longTerm	q4
Female	No	No	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	48.20	340.35	No	check	shortTerm	q1
Male	No	No	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.10	1789.90	No	auto	longTerm	q4
Female	No	No	No	8	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	100.15	908.55	No	auto	shortTerm	q1
Female	Yes	No	No	16	Yes	Yes	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	65.20	1043.35	Yes	auto	shortTerm	q2
Male	No	Yes	Yes	66	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.50	6822.15	Yes	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.55	71.55	Yes	check	shortTerm	q1
Male	Yes	No	Yes	3	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	55.90	157.55	No	check	shortTerm	q1
Male	Yes	Yes	No	53	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	93.90	5029.20	Yes	check	midTerm	q3
Male	No	Yes	No	8	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	64.40	581.70	No	auto	shortTerm	q1
Male	No	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.40	7318.20	Yes	auto	longTerm	q4
Female	Yes	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	85.30	420.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	107.45	7576.70	No	check	longTerm	q4
Female	Yes	Yes	No	13	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	48.75	633.40	Yes	auto	shortTerm	q2
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.65	321.65	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	54	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	91.30	4965.00	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.95	6151.90	No	auto	longTerm	q4
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.70	1253.90	Yes	check	shortTerm	q2
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.15	25.15	Yes	check	shortTerm	q1
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.20	45.20	No	check	shortTerm	q1
Female	Yes	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	110.35	5893.15	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	twoYear	Yes	creditCard	79.20	5420.65	No	auto	longTerm	q4
Female	Yes	No	No	48	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	No	creditCard	55.50	2627.35	No	auto	midTerm	q3
Female	Yes	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	103.25	5037.55	Yes	auto	midTerm	q3
Female	Yes	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	90.25	743.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	91.25	6589.60	No	check	longTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	47.80	92.45	Yes	check	shortTerm	q1
Male	Yes	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.90	6733.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	97.70	3410.00	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	199.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	mailedCheck	65.60	593.30	No	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.65	7288.40	No	auto	longTerm	q4
Male	Yes	No	No	57	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	twoYear	Yes	creditCard	90.45	5229.80	No	auto	midTerm	q4
Male	Yes	No	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.70	4464.80	No	auto	longTerm	q4
Female	No	Yes	Yes	48	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.50	5068.05	No	check	midTerm	q3
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	401.85	No	check	shortTerm	q2
Male	Yes	Yes	Yes	43	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.30	4451.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	93.25	6688.95	No	auto	longTerm	q4
Male	Yes	Yes	Yes	35	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	73.45	2661.10	No	auto	midTerm	q3
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.70	73.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	49	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.25	1211.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	bankTransfer	100.50	7030.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	11	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.60	1020.20	No	check	shortTerm	q2
Male	Yes	Yes	Yes	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	89.40	5597.65	No	auto	longTerm	q4
Female	No	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	95.45	6223.30	No	auto	longTerm	q4
Female	Yes	No	Yes	49	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.45	1024.65	No	auto	midTerm	q3
Female	Yes	No	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	98.60	2933.20	Yes	auto	midTerm	q2
Female	No	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	83.05	1258.30	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.95	82.90	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	109.15	7789.60	No	auto	longTerm	q4
Female	No	Yes	No	26	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.70	2067.00	No	auto	midTerm	q2
Female	No	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	102.05	3452.55	No	auto	midTerm	q3
Female	Yes	No	No	57	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	No	electronicCheck	94.70	5468.95	No	check	midTerm	q4
Male	Yes	Yes	Yes	28	Yes	Yes	DSL	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	64.40	1802.15	No	check	midTerm	q2
Female	Yes	Yes	No	25	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	26.80	733.55	No	check	midTerm	q2
Female	Yes	Yes	No	47	Yes	No	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	creditCard	66.05	3021.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	57	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	65.20	3687.85	No	auto	midTerm	q4
Male	No	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	85.05	1391.15	No	auto	shortTerm	q2
Male	Yes	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.80	274.35	No	check	shortTerm	q1
Male	Yes	Yes	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.40	1214.05	Yes	auto	shortTerm	q2
Female	No	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.75	5510.65	Yes	auto	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.95	1322.85	No	auto	longTerm	q4
Female	No	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	1973.75	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	48	No	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	creditCard	45.00	2196.30	No	auto	midTerm	q3
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.90	7843.55	No	auto	longTerm	q4
Female	Yes	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	106.40	3211.90	No	auto	midTerm	q3
Female	Yes	Yes	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	46.10	130.15	No	check	shortTerm	q1
Female	No	No	No	14	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	39.70	692.35	No	check	shortTerm	q2
Female	Yes	No	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.05	85.50	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	95.75	6849.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	8	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	24.40	203.95	No	check	shortTerm	q1
Male	Yes	Yes	Yes	61	No	No	DSL	Yes	No	Yes	No	No	No	MtM	No	bankTransfer	33.60	2117.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	90.45	6565.85	No	auto	longTerm	q4
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.00	424.75	No	check	shortTerm	q1
Female	Yes	No	No	49	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	67.40	3306.85	No	auto	midTerm	q3
Male	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.70	168.90	No	auto	shortTerm	q1
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.35	253.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	9	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	197.40	No	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	54.20	3838.20	No	auto	longTerm	q4
Male	Yes	No	No	46	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.20	2065.15	No	auto	midTerm	q3
Female	Yes	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	mailedCheck	75.10	5064.45	No	check	longTerm	q4
Female	Yes	Yes	No	55	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.70	1140.05	No	check	midTerm	q3
Male	Yes	Yes	No	33	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	72.75	2447.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	1263.90	No	auto	longTerm	q4
Female	Yes	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.95	45.95	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	49	No	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	39.20	1838.15	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.75	44.75	No	check	shortTerm	q1
Male	Yes	Yes	No	14	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	82.65	1185.00	No	check	shortTerm	q2
Male	No	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	93.90	1743.90	No	auto	shortTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	70.15	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.55	85.55	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	117.15	8529.50	No	auto	longTerm	q4
Male	Yes	No	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	99.25	6549.45	No	auto	longTerm	q4
Male	Yes	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	112.55	7806.50	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.70	25.70	No	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.30	6287.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	66	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	creditCard	49.40	3251.85	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.40	50.60	No	check	shortTerm	q1
Female	No	Yes	No	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.70	7904.25	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	61.25	729.95	No	check	shortTerm	q2
Male	Yes	No	Yes	47	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	55.30	2654.05	No	check	midTerm	q3
Female	Yes	Yes	No	35	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	2416.55	Yes	check	midTerm	q3
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	bankTransfer	106.35	3520.75	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.75	5969.95	No	auto	midTerm	q4
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.50	226.80	No	check	shortTerm	q2
Female	Yes	No	No	29	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	39.50	1082.75	No	auto	midTerm	q2
Male	Yes	Yes	Yes	21	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	26.05	565.75	No	check	midTerm	q2
Male	No	Yes	No	48	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	91.05	4370.75	No	auto	midTerm	q3
Female	Yes	No	Yes	3	No	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.65	90.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	43	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.20	2169.40	No	check	midTerm	q3
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	105.30	550.60	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.45	55.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	85.45	6300.85	No	check	longTerm	q4
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.80	160.05	No	check	shortTerm	q1
Male	Yes	No	No	8	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	59.25	436.60	No	check	shortTerm	q1
Male	Yes	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	90.70	1781.35	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	33	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	103.70	3467.00	Yes	check	midTerm	q3
Male	Yes	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	creditCard	79.05	5552.50	No	auto	longTerm	q4
Female	No	Yes	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.70	2835.50	No	check	midTerm	q3
Female	No	Yes	No	38	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	creditCard	95.00	3591.25	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.35	88.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	2	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	30.25	63.75	No	check	shortTerm	q1
Female	Yes	Yes	No	12	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	49.85	617.15	No	auto	shortTerm	q2
Female	Yes	No	Yes	9	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	No	bankTransfer	93.00	870.25	No	auto	shortTerm	q1
Male	No	No	Yes	11	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	54.55	601.25	No	check	shortTerm	q2
Male	Yes	No	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	111.65	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	84.80	6046.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	42	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	creditCard	94.45	3923.80	No	auto	midTerm	q3
Female	Yes	Yes	Yes	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	777.30	Yes	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.25	512.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.70	141.45	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	45	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.85	892.15	No	check	midTerm	q3
Male	Yes	Yes	Yes	28	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.00	1682.05	No	auto	midTerm	q2
Female	Yes	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	80.45	3398.90	No	check	midTerm	q3
Male	Yes	No	Yes	60	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.95	4984.85	No	check	midTerm	q4
Female	Yes	Yes	No	42	No	No	DSL	No	Yes	No	Yes	No	No	oneYear	No	mailedCheck	33.55	1445.30	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	7	No	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	49.65	305.55	No	auto	shortTerm	q1
Female	Yes	Yes	No	25	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.20	507.90	No	auto	midTerm	q2
Female	No	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.55	3640.45	Yes	auto	midTerm	q3
Male	Yes	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.50	2673.45	No	auto	midTerm	q2
Male	Yes	No	No	10	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	35.75	389.80	No	check	shortTerm	q2
Female	No	No	No	27	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	86.45	2401.05	No	auto	midTerm	q2
Female	Yes	No	No	11	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	bankTransfer	53.80	651.55	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	4	No	No	DSL	Yes	No	No	No	Yes	No	MtM	No	creditCard	38.55	156.10	No	auto	shortTerm	q1
Male	Yes	No	No	68	No	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	39.90	2796.35	No	auto	longTerm	q4
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.05	70.05	No	check	shortTerm	q1
Female	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	407.05	No	check	shortTerm	q2
Female	Yes	No	No	57	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	112.95	6465.00	Yes	auto	midTerm	q4
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.30	511.25	No	check	midTerm	q2
Female	Yes	Yes	No	17	No	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	35.65	646.05	No	auto	shortTerm	q2
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	35.90	35.90	Yes	check	shortTerm	q1
Male	Yes	No	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.25	3777.15	Yes	auto	midTerm	q3
Male	No	Yes	No	59	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	creditCard	82.95	4903.15	No	auto	midTerm	q4
Male	Yes	No	No	30	Yes	No	DSL	Yes	No	Yes	No	No	No	twoYear	Yes	mailedCheck	55.65	1653.85	No	check	midTerm	q3
Male	No	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.45	47.50	Yes	check	shortTerm	q1
Female	No	Yes	No	50	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	25.20	1306.30	No	check	midTerm	q3
Male	Yes	No	No	9	No	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	mailedCheck	50.80	463.60	No	check	shortTerm	q1
Female	Yes	Yes	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	60.65	No	check	shortTerm	q1
Female	Yes	No	Yes	14	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	59.80	824.85	No	auto	shortTerm	q2
Female	No	No	No	31	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	73.55	2094.65	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	61.40	438.90	No	check	shortTerm	q1
Female	Yes	No	No	8	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.35	847.30	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.90	329.75	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	32	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.45	674.55	No	auto	midTerm	q3
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	mailedCheck	81.50	162.55	No	check	shortTerm	q1
Male	No	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.80	546.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	109.55	7887.25	No	auto	longTerm	q4
Female	No	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.95	3186.65	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	27	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	74.40	1972.35	No	check	midTerm	q2
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	90.00	1527.35	Yes	auto	shortTerm	q2
Male	Yes	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.90	490.55	No	check	shortTerm	q1
Female	No	No	No	14	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.85	1531.40	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	11	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	59.65	683.25	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.45	8058.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	28	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	106.10	2847.40	Yes	check	midTerm	q2
Male	No	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.20	1133.90	Yes	auto	shortTerm	q2
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.45	294.45	No	check	shortTerm	q1
Female	Yes	No	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	24.55	1719.15	No	check	longTerm	q4
Female	Yes	No	No	5	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.35	461.70	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	47	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.55	1160.45	No	check	midTerm	q3
Male	No	Yes	No	57	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.65	5199.80	No	check	midTerm	q4
Male	No	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	105.05	5163.30	No	auto	midTerm	q3
Male	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.45	162.30	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	883.35	No	check	midTerm	q3
Female	Yes	No	No	70	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.70	1341.50	No	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	70.45	70.45	No	auto	shortTerm	q1
Male	Yes	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	85.65	659.45	No	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	77.15	77.15	Yes	check	shortTerm	q1
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	35.25	35.25	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.55	1205.05	No	check	midTerm	q4
Male	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	97.95	4917.90	No	check	midTerm	q3
Male	Yes	Yes	No	4	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	48.55	201.00	Yes	check	shortTerm	q1
Female	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.00	599.30	No	check	midTerm	q2
Female	Yes	Yes	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.25	1733.15	No	auto	longTerm	q4
Female	Yes	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.40	5149.50	Yes	auto	midTerm	q3
Male	Yes	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	70.90	4677.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	119.30	No	check	shortTerm	q1
Female	Yes	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.35	4849.10	No	check	midTerm	q3
Female	Yes	No	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	mailedCheck	99.50	5424.25	No	check	midTerm	q3
Male	Yes	Yes	No	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	84.70	5878.90	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	86.05	244.85	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.55	220.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	75.85	4261.20	No	auto	midTerm	q4
Male	No	Yes	No	59	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.85	5574.75	Yes	auto	midTerm	q4
Male	No	Yes	No	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.00	1501.75	No	auto	longTerm	q4
Female	Yes	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.00	89.75	No	check	shortTerm	q1
Male	No	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	100.70	4541.20	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.50	255.50	No	check	shortTerm	q2
Female	Yes	No	No	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	80.45	1072.00	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	28	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	90.45	2509.25	No	check	midTerm	q2
Male	Yes	No	No	24	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	60.45	1440.75	No	auto	midTerm	q2
Male	Yes	No	No	31	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	55.25	1715.65	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	78.45	5333.35	No	check	longTerm	q4
Male	Yes	No	Yes	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	No	mailedCheck	100.55	3895.35	No	check	midTerm	q3
Female	Yes	Yes	No	42	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.35	869.90	No	auto	midTerm	q3
Male	Yes	Yes	No	13	No	No	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	54.45	706.85	Yes	check	shortTerm	q2
Female	Yes	Yes	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.75	512.25	No	check	shortTerm	q1
Male	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	75.35	2636.05	Yes	auto	midTerm	q3
Female	Yes	Yes	No	38	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.25	814.75	No	auto	midTerm	q3
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	388.60	No	auto	shortTerm	q2
Female	Yes	Yes	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.60	93.45	No	check	shortTerm	q1
Male	Yes	Yes	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	53.80	1389.85	No	check	midTerm	q2
Male	Yes	No	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	70.20	2894.55	No	check	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	75.50	4025.60	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	20.35	1354.40	No	check	longTerm	q4
Female	Yes	No	No	70	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	26.05	1856.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	44	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.60	926.00	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.70	189.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	34	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.10	682.10	No	auto	midTerm	q3
Female	No	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.30	1778.70	No	auto	longTerm	q4
Male	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	electronicCheck	24.50	1816.20	No	check	longTerm	q4
Female	Yes	No	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.50	7069.25	No	auto	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.25	1841.20	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.25	74.25	Yes	check	shortTerm	q1
Male	No	Yes	No	29	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	oneYear	No	bankTransfer	90.10	2656.70	No	auto	midTerm	q2
Female	Yes	Yes	No	23	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	68.75	1689.45	No	auto	midTerm	q2
Male	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.20	1054.75	No	check	midTerm	q3
Female	No	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.70	2187.55	Yes	check	midTerm	q2
Female	Yes	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.10	7334.05	No	auto	longTerm	q4
Female	No	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.40	1581.20	Yes	check	shortTerm	q2
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.50	69.50	Yes	auto	shortTerm	q1
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	99.65	2404.85	No	auto	midTerm	q2
Male	Yes	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.45	171.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	84.75	2839.45	No	check	midTerm	q3
Male	No	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.25	3132.75	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	78.75	3942.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.25	873.40	No	auto	midTerm	q3
Male	Yes	No	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.90	1529.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	97.75	6991.60	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.40	19.40	Yes	check	shortTerm	q1
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.30	803.30	Yes	check	shortTerm	q1
Female	Yes	No	No	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	80.10	679.30	Yes	auto	shortTerm	q1
Male	No	No	No	45	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	creditCard	62.70	2791.50	Yes	auto	midTerm	q3
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.40	715.00	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.45	1681.60	No	auto	longTerm	q4
Female	No	No	No	41	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	101.10	4016.20	No	auto	midTerm	q3
Male	Yes	Yes	Yes	67	No	No	DSL	Yes	No	No	No	Yes	Yes	twoYear	No	creditCard	50.90	3281.65	No	auto	longTerm	q4
Male	Yes	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	107.20	7317.10	No	auto	longTerm	q4
Female	No	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	92.20	6474.45	No	auto	longTerm	q4
Male	Yes	No	No	25	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.30	676.35	Yes	auto	midTerm	q2
Male	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	113.40	8164.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	34	No	No	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	electronicCheck	40.55	1325.85	No	check	midTerm	q3
Female	Yes	Yes	Yes	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	26.00	1654.85	No	auto	longTerm	q4
Female	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.95	7795.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	53.80	3952.45	No	auto	longTerm	q4
Male	Yes	No	Yes	35	Yes	No	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	72.10	2495.15	No	check	midTerm	q3
Male	Yes	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	mailedCheck	98.15	1230.25	Yes	check	shortTerm	q2
Female	Yes	Yes	No	12	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	78.85	876.75	No	check	shortTerm	q2
Female	Yes	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	70.75	4263.45	No	auto	longTerm	q4
Female	Yes	No	No	25	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	76.15	1992.95	No	auto	midTerm	q2
Female	Yes	No	No	52	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	39.10	1982.10	No	check	midTerm	q3
Male	No	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	562.70	No	auto	shortTerm	q1
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	33.70	No	check	shortTerm	q1
Female	Yes	Yes	Yes	56	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.05	1090.10	No	check	midTerm	q4
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.45	227.45	No	auto	shortTerm	q2
Female	Yes	Yes	No	47	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	26.90	1250.85	No	check	midTerm	q3
Male	No	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.20	37.20	No	check	shortTerm	q1
Female	Yes	No	No	18	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.00	892.70	No	check	shortTerm	q2
Female	Yes	No	No	8	Yes	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	60.00	487.75	No	check	shortTerm	q1
Male	Yes	Yes	No	45	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	84.55	3713.95	No	check	midTerm	q3
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.45	141.70	No	check	shortTerm	q1
Female	Yes	No	No	38	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.05	678.20	No	check	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	115.55	8425.30	No	check	longTerm	q4
Male	Yes	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	93.70	4154.80	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	99.00	7061.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	66	No	No	DSL	No	No	No	Yes	Yes	Yes	twoYear	No	bankTransfer	50.55	3364.55	No	auto	longTerm	q4
Male	No	No	No	25	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	105.95	2655.25	Yes	check	midTerm	q2
Male	Yes	No	No	18	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.00	1425.45	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	13	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.00	332.50	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	91.55	5963.95	No	auto	longTerm	q4
Male	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.75	5742.90	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.35	278.85	No	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.85	1871.85	No	auto	longTerm	q4
Male	Yes	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.05	2866.45	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	42	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	100.40	4303.65	No	check	midTerm	q3
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.00	1753.00	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	54.75	54.75	Yes	check	shortTerm	q1
Male	No	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.65	3759.05	Yes	auto	midTerm	q3
Female	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.25	617.65	No	auto	midTerm	q3
Female	Yes	Yes	Yes	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.25	5935.10	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	94.60	Yes	check	shortTerm	q1
Female	No	Yes	Yes	31	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.90	2911.30	Yes	check	midTerm	q3
Male	Yes	No	No	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.15	982.95	No	auto	midTerm	q3
Female	No	No	Yes	30	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.30	2974.50	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.00	198.70	No	auto	shortTerm	q2
Female	Yes	No	Yes	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	1275.65	No	check	shortTerm	q2
Female	No	No	No	57	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	bankTransfer	69.85	4003.00	No	auto	midTerm	q4
Female	Yes	Yes	No	58	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	65.25	3791.60	No	auto	midTerm	q4
Female	Yes	No	No	37	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.80	813.30	No	check	midTerm	q3
Female	Yes	Yes	Yes	44	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.60	780.25	No	check	midTerm	q3
Male	Yes	No	Yes	27	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.05	552.90	No	auto	midTerm	q2
Female	Yes	No	No	8	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	49.40	408.25	No	check	shortTerm	q1
Male	No	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	231.80	Yes	check	shortTerm	q1
Female	No	Yes	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	bankTransfer	88.40	2191.15	No	auto	midTerm	q2
Female	Yes	Yes	Yes	57	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	5611.70	No	check	midTerm	q4
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.45	246.25	No	check	shortTerm	q2
Female	Yes	Yes	Yes	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.30	1296.15	No	auto	longTerm	q4
Female	Yes	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.65	7082.85	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.45	5662.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	21	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	creditCard	58.85	1215.45	No	auto	midTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	109.60	7854.15	No	check	longTerm	q4
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	75.15	525.00	No	check	shortTerm	q1
Female	Yes	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	73.00	5265.20	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.10	70.10	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	98.65	7129.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.45	7266.95	No	check	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.90	8496.70	No	check	longTerm	q4
Female	Yes	No	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	100.55	2878.75	No	auto	midTerm	q2
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.40	261.30	No	check	shortTerm	q2
Female	Yes	No	No	31	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	104.35	3205.60	No	check	midTerm	q3
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.75	69.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	7	No	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	34.50	279.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.55	6281.45	Yes	check	longTerm	q4
Female	Yes	No	Yes	39	No	No	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	30.10	1131.30	Yes	auto	midTerm	q3
Male	Yes	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	738.20	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	14	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	MtM	No	creditCard	80.45	1137.05	No	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.20	80.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	Yes	creditCard	94.35	6341.45	Yes	auto	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	91.35	6697.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.60	260.80	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.60	19.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.90	505.45	No	check	midTerm	q2
Female	No	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.45	3655.45	Yes	check	midTerm	q3
Male	Yes	No	No	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	68.35	1299.80	No	check	shortTerm	q2
Male	Yes	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.10	5564.85	No	auto	longTerm	q4
Male	No	Yes	Yes	28	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	electronicCheck	51.00	1381.80	No	check	midTerm	q2
Female	Yes	No	Yes	2	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	creditCard	80.55	188.10	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	17	Yes	Yes	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	66.70	1077.05	No	check	shortTerm	q2
Male	Yes	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	86.40	4922.40	No	check	midTerm	q4
Female	Yes	Yes	No	60	No	No	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	50.05	2911.50	No	check	midTerm	q4
Female	Yes	No	No	33	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.70	826.10	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	83.40	83.40	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.70	140.70	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	63	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	twoYear	Yes	creditCard	84.65	5377.80	No	auto	longTerm	q4
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.25	665.45	Yes	check	shortTerm	q1
Female	Yes	No	No	55	Yes	No	DSL	No	Yes	Yes	No	No	Yes	twoYear	Yes	mailedCheck	64.75	3617.10	No	check	midTerm	q3
Female	Yes	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	100.15	6643.50	No	auto	longTerm	q4
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	84.80	84.80	Yes	check	shortTerm	q1
Male	Yes	No	No	63	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.25	1559.30	No	check	longTerm	q4
Female	No	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.00	7987.60	No	auto	longTerm	q4
Female	Yes	Yes	Yes	36	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	40.65	1547.35	No	auto	midTerm	q3
Male	Yes	No	No	52	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.00	5426.85	Yes	auto	midTerm	q3
Male	Yes	No	No	22	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	54.45	1127.35	Yes	check	midTerm	q2
Male	Yes	No	No	22	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	94.95	2142.80	No	auto	midTerm	q2
Female	No	No	No	5	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	59.90	287.85	No	auto	shortTerm	q1
Female	Yes	Yes	No	47	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.30	4045.65	Yes	check	midTerm	q3
Female	Yes	No	No	33	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.35	2757.85	Yes	check	midTerm	q3
Male	Yes	No	No	18	No	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	33.50	600.00	Yes	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.80	19.80	No	auto	shortTerm	q1
Male	Yes	No	No	56	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	81.80	4534.45	No	auto	midTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.00	40.90	No	check	shortTerm	q1
Male	Yes	No	No	35	Yes	Yes	DSL	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	59.60	2094.90	No	check	midTerm	q3
Female	Yes	Yes	No	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.00	1584.80	No	auto	longTerm	q4
Female	Yes	No	No	15	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.35	1302.65	No	auto	shortTerm	q2
Male	Yes	No	No	24	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.35	2238.50	Yes	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	55.55	55.55	No	check	shortTerm	q1
Female	Yes	Yes	Yes	70	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	No	creditCard	75.35	5437.75	No	auto	longTerm	q4
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.75	90.75	Yes	check	shortTerm	q1
Female	Yes	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	mailedCheck	89.60	365.65	Yes	check	shortTerm	q1
Female	Yes	No	No	39	Yes	No	DSL	No	No	No	Yes	No	Yes	oneYear	No	electronicCheck	59.30	2209.15	No	check	midTerm	q3
Female	Yes	No	No	29	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	66.10	1912.15	No	check	midTerm	q2
Female	Yes	Yes	Yes	14	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	18.80	255.55	No	check	shortTerm	q2
Female	Yes	No	No	61	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.45	5175.30	No	auto	longTerm	q4
Male	Yes	No	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	52.10	670.65	No	auto	shortTerm	q2
Female	Yes	No	No	66	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	mailedCheck	47.40	3177.25	No	check	longTerm	q4
Male	Yes	No	No	2	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	49.25	90.35	Yes	check	shortTerm	q1
Female	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.15	6557.75	No	auto	midTerm	q4
Male	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	Yes	creditCard	94.95	5791.85	No	auto	longTerm	q4
Male	No	Yes	No	33	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	electronicCheck	93.55	3055.50	No	check	midTerm	q3
Male	Yes	No	Yes	66	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.50	5196.10	No	auto	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.05	8405.00	No	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	19.75	Yes	check	shortTerm	q1
Female	Yes	No	No	19	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	95.15	1789.25	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	oneYear	Yes	mailedCheck	95.15	5000.05	No	check	midTerm	q3
Male	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	105.40	6713.20	No	check	longTerm	q4
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.10	562.60	No	auto	midTerm	q2
Male	Yes	No	No	22	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	101.35	2317.10	Yes	auto	midTerm	q2
Female	No	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	91.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	42	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.70	828.85	No	check	midTerm	q3
Female	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.35	617.35	No	check	midTerm	q2
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.05	266.90	Yes	auto	shortTerm	q1
Male	Yes	No	No	30	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.70	625.05	No	check	midTerm	q3
Male	Yes	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.65	301.40	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.45	6029.90	No	auto	longTerm	q4
Male	Yes	Yes	No	46	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	40.40	1842.70	No	auto	midTerm	q3
Male	Yes	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.40	206.60	Yes	check	shortTerm	q1
Female	Yes	No	No	7	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	79.65	604.70	Yes	check	shortTerm	q1
Male	Yes	No	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.20	7386.05	No	auto	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	bankTransfer	100.65	7334.05	No	auto	longTerm	q4
Male	No	No	No	19	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	79.85	1471.75	Yes	check	shortTerm	q2
Male	Yes	No	No	28	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	No	electronicCheck	91.00	2626.15	No	check	midTerm	q2
Male	Yes	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.75	412.10	Yes	check	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.75	8277.05	No	auto	longTerm	q4
Male	No	Yes	Yes	8	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.45	583.45	Yes	auto	shortTerm	q1
Female	Yes	No	No	7	Yes	No	DSL	Yes	No	No	No	No	Yes	oneYear	Yes	electronicCheck	59.10	369.25	No	check	shortTerm	q1
Female	Yes	No	No	22	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.80	1049.05	No	check	midTerm	q2
Male	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.30	1414.80	No	auto	longTerm	q4
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.65	169.75	No	auto	shortTerm	q1
Male	Yes	Yes	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	81.40	4354.45	No	auto	midTerm	q3
Female	Yes	No	No	68	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	38.90	2719.20	No	check	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	87.95	6365.35	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	51.60	No	check	shortTerm	q1
Female	No	No	No	34	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	96.35	3190.25	No	check	midTerm	q3
Female	Yes	No	No	35	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.15	812.50	No	check	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.10	1143.80	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.10	50.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	53	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	No	creditCard	60.60	3297.00	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.65	1887.00	No	auto	longTerm	q4
Male	Yes	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.40	151.80	Yes	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.70	293.65	Yes	check	shortTerm	q1
Female	No	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.80	1308.10	Yes	check	shortTerm	q2
Male	No	Yes	No	41	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	53.95	2215.40	No	check	midTerm	q3
Female	Yes	Yes	No	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.40	482.80	No	auto	midTerm	q2
Female	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	90.10	2598.95	Yes	auto	midTerm	q2
Male	Yes	No	No	8	No	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.35	216.45	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.45	20.45	No	check	shortTerm	q1
Female	Yes	No	No	54	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	95.10	5064.85	No	auto	midTerm	q3
Male	Yes	No	No	41	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.25	996.45	No	auto	midTerm	q3
Female	Yes	Yes	No	19	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.90	839.65	No	check	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.65	6733.00	No	auto	longTerm	q4
Male	Yes	No	No	62	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	43.70	2618.30	No	auto	longTerm	q4
Female	No	Yes	Yes	56	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	72.60	4084.35	No	auto	midTerm	q4
Male	Yes	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	51.55	765.50	Yes	check	shortTerm	q2
Male	No	No	No	10	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.25	793.55	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	32	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	18.95	613.95	No	check	midTerm	q3
Male	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.50	402.85	No	auto	midTerm	q2
Male	Yes	Yes	Yes	62	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.95	1244.80	No	auto	longTerm	q4
Female	Yes	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.50	46.40	No	check	shortTerm	q1
Male	Yes	No	Yes	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.60	581.85	No	check	midTerm	q2
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.85	462.80	Yes	auto	shortTerm	q1
Female	Yes	No	No	25	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	61.05	1540.20	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.70	169.80	Yes	check	shortTerm	q1
Male	Yes	No	No	49	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	106.65	5168.10	No	auto	midTerm	q3
Female	Yes	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	108.25	6780.10	No	auto	longTerm	q4
Female	Yes	No	Yes	4	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.40	94.50	No	auto	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	55.30	55.30	No	check	shortTerm	q1
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	208.00	No	check	shortTerm	q2
Male	No	No	No	52	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.95	3829.75	No	auto	midTerm	q3
Female	No	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.45	5294.60	No	check	midTerm	q4
Male	Yes	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.65	6889.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	43	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	75.20	3254.35	No	auto	midTerm	q3
Female	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	101.15	6383.90	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.40	44.40	Yes	check	shortTerm	q1
Male	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	477.70	Yes	check	shortTerm	q1
Male	Yes	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	68.75	4447.55	No	auto	longTerm	q4
Male	Yes	Yes	No	67	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	111.05	7321.05	No	check	longTerm	q4
Female	Yes	Yes	No	42	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	99.00	4135.00	No	auto	midTerm	q3
Male	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.05	86.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	31	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	21.00	697.70	No	check	midTerm	q3
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.40	168.65	No	check	shortTerm	q1
Male	Yes	No	No	4	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.55	174.30	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	34	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	77.20	2753.80	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.45	69.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	19	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.85	434.80	No	check	shortTerm	q2
Male	Yes	Yes	Yes	31	No	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	35.40	1077.50	Yes	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	95.65	95.65	Yes	check	shortTerm	q1
Male	Yes	No	No	3	No	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	mailedCheck	41.35	107.25	No	check	shortTerm	q1
Male	Yes	Yes	No	46	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.60	851.20	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.95	20.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	No	bankTransfer	84.45	5848.60	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	109.80	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.65	19.65	No	auto	shortTerm	q1
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.65	595.50	No	auto	midTerm	q2
Female	No	No	No	10	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	34.70	329.80	Yes	check	shortTerm	q2
Male	Yes	No	No	25	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	99.30	2513.50	No	auto	midTerm	q2
Male	Yes	Yes	Yes	64	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	81.05	5135.35	No	check	longTerm	q4
Male	Yes	Yes	Yes	30	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	67.60	2000.20	No	check	midTerm	q3
Male	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	931.75	No	check	shortTerm	q2
Female	Yes	Yes	No	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	115.00	7396.15	No	check	longTerm	q4
Female	Yes	No	Yes	46	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	84.80	3958.85	No	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.70	260.90	No	check	shortTerm	q2
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.75	297.30	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.55	1515.10	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	13	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	63.15	816.80	No	check	shortTerm	q2
Female	Yes	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	74.00	4868.40	No	auto	longTerm	q4
Male	Yes	Yes	No	24	No	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	29.10	688.00	No	check	midTerm	q2
Male	Yes	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.05	288.35	No	check	shortTerm	q1
Male	No	Yes	No	53	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	electronicCheck	60.05	3229.65	Yes	check	midTerm	q3
Male	No	Yes	No	16	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	74.30	1178.25	Yes	auto	shortTerm	q2
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.00	185.40	No	check	shortTerm	q2
Female	Yes	No	No	13	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	74.65	966.25	No	check	shortTerm	q2
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.35	758.60	Yes	check	shortTerm	q1
Female	Yes	No	No	25	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	mailedCheck	74.30	1863.80	Yes	check	midTerm	q2
Male	No	No	No	7	No	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	44.40	265.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	38	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.40	3297.00	No	auto	midTerm	q3
Female	Yes	Yes	No	43	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	94.10	4107.30	No	check	midTerm	q3
Female	Yes	No	Yes	4	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	98.10	396.30	Yes	auto	shortTerm	q1
Female	Yes	No	No	25	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	108.90	2809.05	No	check	midTerm	q2
Male	Yes	No	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	56.20	1567.55	No	check	midTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	26.10	1851.45	No	check	longTerm	q4
Male	Yes	No	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	85.45	6028.95	No	auto	longTerm	q4
Female	Yes	No	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	88.95	2072.75	No	auto	midTerm	q2
Female	Yes	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.65	5551.15	Yes	check	midTerm	q3
Male	Yes	No	No	57	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	74.35	4317.35	No	auto	midTerm	q4
Female	Yes	No	No	15	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	48.85	736.80	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.10	336.15	No	check	shortTerm	q1
Female	Yes	No	No	28	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	56.05	1522.65	No	check	midTerm	q2
Female	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.55	622.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	89.80	4959.60	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.95	329.95	Yes	check	shortTerm	q1
Male	Yes	No	No	10	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.90	1048.85	Yes	check	shortTerm	q2
Male	Yes	No	Yes	55	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.10	1001.50	No	auto	midTerm	q3
Female	Yes	Yes	Yes	20	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	442.60	No	check	shortTerm	q2
Female	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.05	6703.50	No	auto	longTerm	q4
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.90	3351.55	Yes	check	midTerm	q3
Female	Yes	No	No	43	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.65	779.25	No	auto	midTerm	q3
Male	Yes	Yes	No	9	No	No	DSL	No	No	No	No	No	No	oneYear	No	bankTransfer	24.10	259.80	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	60	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	59.85	3483.45	No	auto	midTerm	q4
Male	Yes	Yes	No	58	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	86.10	4890.50	No	check	midTerm	q4
Male	Yes	No	Yes	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.45	136.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	2	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	97.10	184.15	No	check	shortTerm	q1
Male	No	No	No	37	No	No	DSL	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	36.65	1315.00	No	check	midTerm	q3
Female	No	Yes	Yes	65	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.90	6767.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	39	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	757.95	No	check	midTerm	q3
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.05	6890.00	Yes	check	longTerm	q4
Male	Yes	No	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.55	1657.40	No	check	longTerm	q4
Female	Yes	Yes	Yes	62	No	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	48.70	3008.55	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	88.35	262.05	Yes	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	109.55	8165.10	No	check	longTerm	q4
Female	Yes	Yes	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.65	875.55	No	auto	midTerm	q3
Male	Yes	Yes	Yes	29	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	creditCard	94.65	2649.15	Yes	auto	midTerm	q2
Female	Yes	No	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.20	220.65	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.05	1301.90	No	auto	midTerm	q3
Male	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	74.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	79.90	3326.20	Yes	auto	midTerm	q3
Male	Yes	Yes	No	39	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.45	790.00	No	auto	midTerm	q3
Male	Yes	Yes	No	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.25	1237.65	No	check	longTerm	q4
Male	Yes	No	No	15	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	26.35	378.60	No	check	shortTerm	q2
Female	Yes	Yes	No	13	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	electronicCheck	43.80	592.65	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	50.15	50.15	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.45	20.45	No	check	shortTerm	q1
Male	No	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	560.85	Yes	check	shortTerm	q1
Male	Yes	No	No	60	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	61.40	3638.25	No	check	midTerm	q4
Female	No	Yes	No	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	98.10	1060.20	Yes	check	shortTerm	q2
Male	Yes	Yes	No	40	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	No	creditCard	70.75	2921.75	No	auto	midTerm	q3
Female	Yes	No	No	66	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	61.15	4017.45	No	auto	longTerm	q4
Male	Yes	Yes	Yes	42	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.25	854.90	No	check	midTerm	q3
Female	No	No	No	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	63.85	4174.35	No	auto	longTerm	q4
Male	Yes	No	No	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	98.70	4920.55	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.50	20.50	Yes	check	shortTerm	q1
Female	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	810.30	No	check	midTerm	q3
Female	Yes	Yes	Yes	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.30	772.40	No	auto	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	84.40	1936.85	No	check	midTerm	q2
Male	Yes	No	No	3	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.10	79.80	No	check	shortTerm	q1
Female	Yes	No	No	4	No	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	No	mailedCheck	48.25	202.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.85	1070.50	No	check	midTerm	q3
Female	No	Yes	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.60	347.65	Yes	check	shortTerm	q1
Female	Yes	No	No	11	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	94.20	999.90	No	check	shortTerm	q2
Female	Yes	Yes	No	2	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	mailedCheck	62.15	113.10	No	check	shortTerm	q1
Female	Yes	Yes	No	26	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	79.30	2015.80	No	auto	midTerm	q2
Male	Yes	Yes	Yes	24	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	56.25	1454.25	No	auto	midTerm	q2
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.30	246.70	No	check	shortTerm	q2
Male	No	Yes	No	60	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.00	6017.90	No	check	midTerm	q4
Female	Yes	Yes	Yes	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.60	5817.45	No	check	longTerm	q4
Male	Yes	Yes	No	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.90	5595.30	No	auto	longTerm	q4
Female	Yes	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	79.20	4765.00	No	auto	midTerm	q4
Male	Yes	Yes	Yes	17	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	70.35	1201.65	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	42	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.35	867.30	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.15	50.15	No	check	shortTerm	q1
Female	Yes	Yes	Yes	47	Yes	No	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	63.80	3007.25	No	auto	midTerm	q3
Female	Yes	Yes	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.55	252.75	No	check	shortTerm	q2
Male	No	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.55	6306.50	No	auto	longTerm	q4
Male	No	No	No	67	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	101.40	6841.05	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.95	81.95	Yes	check	shortTerm	q1
Male	Yes	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	451.10	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.60	44.60	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	63.75	226.20	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	109.25	7082.50	No	auto	longTerm	q4
Female	Yes	No	No	12	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	1017.35	No	check	shortTerm	q2
Female	Yes	No	No	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.45	527.35	No	auto	midTerm	q2
Male	Yes	No	No	26	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	85.75	2146.50	No	check	midTerm	q2
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.10	455.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	107.95	5969.85	No	check	midTerm	q4
Male	Yes	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.10	1235.55	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	42	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	22.95	1014.25	No	check	midTerm	q3
Male	Yes	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.70	2362.10	Yes	auto	midTerm	q2
Female	Yes	Yes	No	64	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.45	1225.65	No	auto	longTerm	q4
Male	Yes	Yes	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.10	1873.70	Yes	check	midTerm	q2
Male	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	19.70	386.50	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	61	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.15	6010.05	Yes	check	longTerm	q4
Male	Yes	Yes	No	22	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	87.00	1850.65	No	auto	midTerm	q2
Male	No	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.95	7101.50	Yes	check	longTerm	q4
Male	Yes	No	No	12	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	79.95	1043.40	No	auto	shortTerm	q2
Female	Yes	Yes	No	31	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	64.00	1910.75	No	check	midTerm	q3
Female	Yes	No	No	11	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	64.90	716.10	No	check	shortTerm	q2
Male	Yes	Yes	Yes	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.75	1686.15	No	check	longTerm	q4
Female	No	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	90.15	6716.45	No	auto	longTerm	q4
Male	No	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.10	7839.85	No	auto	longTerm	q4
Female	Yes	No	No	60	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.95	6236.75	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.05	45.05	Yes	check	shortTerm	q1
Female	No	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.00	71.00	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	58	No	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	50.00	2919.85	No	check	midTerm	q4
Female	No	Yes	Yes	47	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.55	3309.25	Yes	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.70	79.70	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	20.45	No	check	shortTerm	q1
Male	Yes	No	No	22	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	59.00	1254.70	Yes	check	midTerm	q2
Female	Yes	No	No	48	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	60.35	2896.40	Yes	auto	midTerm	q3
Female	Yes	Yes	No	37	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.85	717.50	No	auto	midTerm	q3
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	19.95	253.80	No	check	shortTerm	q2
Male	Yes	No	No	43	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	26.45	1110.05	No	auto	midTerm	q3
Female	Yes	No	No	6	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	63.40	348.80	No	check	shortTerm	q1
Male	Yes	No	No	71	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	53.95	3888.65	No	auto	longTerm	q4
Female	No	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.25	69.25	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	electronicCheck	95.10	6843.15	No	check	longTerm	q4
Female	No	No	No	6	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.10	450.90	No	check	shortTerm	q1
Male	Yes	Yes	Yes	12	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	35.50	432.25	No	check	shortTerm	q2
Male	Yes	No	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.95	1767.35	Yes	check	midTerm	q2
Female	Yes	Yes	No	21	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	79.20	1742.45	No	check	midTerm	q2
Female	Yes	Yes	Yes	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	48.80	297.35	No	check	shortTerm	q1
Male	Yes	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.00	1820.45	Yes	check	shortTerm	q2
Male	Yes	Yes	No	18	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.40	1742.95	Yes	check	shortTerm	q2
Female	Yes	No	No	43	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	No	electronicCheck	55.45	2444.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	35	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.40	949.80	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	bankTransfer	73.50	73.50	Yes	auto	shortTerm	q1
Male	No	Yes	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.50	2970.80	No	check	midTerm	q3
Male	Yes	No	No	52	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	63.90	3334.95	No	auto	midTerm	q3
Male	Yes	No	No	32	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	64.85	2010.95	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.80	4684.30	No	auto	longTerm	q4
Male	Yes	No	No	51	No	No	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	creditCard	44.45	2181.55	No	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.95	1303.25	No	auto	longTerm	q4
Male	No	Yes	No	8	No	No	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	mailedCheck	43.35	371.40	No	check	shortTerm	q1
Male	Yes	Yes	No	49	No	No	DSL	No	Yes	No	No	Yes	Yes	twoYear	No	creditCard	49.65	2409.90	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	85.10	6155.40	No	check	longTerm	q4
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.50	829.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	28	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	92.35	2602.90	Yes	check	midTerm	q2
Male	Yes	No	No	54	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	No	mailedCheck	89.80	4667.00	No	check	midTerm	q3
Male	Yes	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.55	824.75	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	50	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	103.05	5153.50	No	check	midTerm	q3
Female	Yes	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	116.00	8182.85	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.90	69.90	No	check	shortTerm	q1
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	95.10	6683.40	No	auto	longTerm	q4
Male	Yes	No	Yes	40	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	40.25	1564.05	No	check	midTerm	q3
Male	Yes	Yes	Yes	31	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.75	755.60	No	check	midTerm	q3
Female	No	No	Yes	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	3465.05	No	auto	midTerm	q3
Male	No	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.60	6292.70	No	check	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.00	1664.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.40	198.10	No	auto	shortTerm	q2
Male	Yes	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.10	6045.90	No	auto	longTerm	q4
Male	Yes	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	102.65	4108.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	92.85	5980.75	No	check	longTerm	q4
Male	Yes	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	No	bankTransfer	97.75	5043.20	No	auto	midTerm	q3
Male	No	No	No	12	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	83.80	1029.75	Yes	check	shortTerm	q2
Male	No	No	No	53	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	54.45	2854.55	Yes	check	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	97.95	7114.25	No	auto	longTerm	q4
Male	Yes	No	No	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	19.95	907.05	No	check	midTerm	q3
Male	Yes	No	No	40	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.60	973.95	No	check	midTerm	q3
Male	Yes	No	No	12	No	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	bankTransfer	50.95	605.75	No	auto	shortTerm	q2
Male	Yes	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.60	661.55	No	check	shortTerm	q1
Female	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.75	4116.90	No	check	midTerm	q3
Male	Yes	Yes	Yes	49	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	90.40	4494.65	No	auto	midTerm	q3
Male	No	Yes	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4259.30	Yes	check	midTerm	q3
Female	Yes	No	No	56	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	60.25	3282.75	No	auto	midTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.20	55.70	No	check	shortTerm	q1
Male	Yes	Yes	No	20	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	mailedCheck	64.15	1274.45	No	check	shortTerm	q2
Female	Yes	Yes	Yes	26	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.25	493.95	No	auto	midTerm	q2
Female	Yes	Yes	Yes	20	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.85	2239.65	Yes	auto	shortTerm	q2
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.45	480.75	Yes	check	shortTerm	q1
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	635.60	Yes	check	shortTerm	q1
Male	Yes	No	No	51	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.00	5038.15	No	check	midTerm	q3
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.30	324.20	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.55	19.55	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	27	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	No	electronicCheck	100.75	2793.55	No	check	midTerm	q2
Male	Yes	No	No	22	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.75	2095.00	Yes	check	midTerm	q2
Male	Yes	No	No	12	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	53.75	648.65	No	check	shortTerm	q2
Female	Yes	Yes	Yes	3	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	31.00	95.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	34	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	25.60	917.15	No	auto	midTerm	q3
Male	Yes	Yes	No	24	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	electronicCheck	58.35	1346.90	No	check	midTerm	q2
Male	Yes	No	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	80.00	4242.35	Yes	auto	midTerm	q3
Female	No	No	No	14	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	46.35	672.70	No	check	shortTerm	q2
Male	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	113.75	6561.25	No	check	midTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	90.40	268.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	109.30	7337.55	No	check	longTerm	q4
Male	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.25	331.90	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.30	5194.05	No	auto	midTerm	q4
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	65.25	4478.85	No	auto	longTerm	q4
Female	Yes	Yes	Yes	62	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.15	6283.30	Yes	check	longTerm	q4
Male	Yes	No	No	28	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.50	2659.40	Yes	auto	midTerm	q2
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	No	mailedCheck	60.65	196.90	No	check	shortTerm	q1
Male	Yes	No	Yes	19	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	creditCard	24.10	439.20	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.50	19.50	No	check	shortTerm	q1
Male	Yes	No	No	24	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	85.95	2107.15	No	check	midTerm	q2
Male	No	No	No	57	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	53.50	3035.80	No	check	midTerm	q4
Female	Yes	No	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.45	1866.45	No	auto	longTerm	q4
Male	Yes	No	No	67	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.50	1430.95	No	auto	longTerm	q4
Male	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.85	1071.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.90	6457.15	No	auto	longTerm	q4
Female	Yes	Yes	No	26	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	26.00	684.05	No	check	midTerm	q2
Female	Yes	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	113.20	3914.05	No	check	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	No	fiberOptic	No	No	No	No	No	No	twoYear	Yes	creditCard	69.05	3842.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	670.35	No	check	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	109.65	7880.25	No	check	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.20	19.20	No	check	shortTerm	q1
Male	Yes	No	No	10	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	33.90	298.45	Yes	check	shortTerm	q2
Female	No	Yes	No	37	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	90.00	3371.75	No	check	midTerm	q3
Male	Yes	No	No	12	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	34.00	442.45	No	check	shortTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.40	20.40	No	check	shortTerm	q1
Male	Yes	Yes	No	62	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	38.60	2345.55	No	auto	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	25.25	25.25	No	auto	shortTerm	q1
Female	Yes	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	60.60	1156.35	No	check	shortTerm	q2
Male	No	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.95	6143.15	Yes	check	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.75	144.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.60	414.95	No	check	shortTerm	q2
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.45	1059.55	Yes	check	shortTerm	q2
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	181.80	No	check	shortTerm	q1
Male	Yes	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	81.70	2212.55	No	check	midTerm	q2
Male	Yes	No	Yes	27	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	79.50	2180.55	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	89.15	89.15	Yes	check	shortTerm	q1
Female	No	No	No	24	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.30	459.95	No	check	midTerm	q2
Male	No	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	1036.75	Yes	check	shortTerm	q2
Female	No	No	No	32	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.40	2276.95	Yes	check	midTerm	q3
Female	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.00	211.95	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.00	25.00	No	check	shortTerm	q1
Male	No	No	Yes	38	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	80.45	3162.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	9	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	210.65	No	check	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	65.65	3566.70	No	auto	midTerm	q3
Female	Yes	No	No	29	Yes	Yes	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	71.00	2080.10	No	auto	midTerm	q2
Male	No	Yes	No	44	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	4040.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	59	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	86.75	5186.00	No	check	midTerm	q4
Female	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.30	196.15	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	18	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	61.50	1087.45	No	check	shortTerm	q2
Male	No	No	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.10	1672.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	22	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	55.15	1206.05	Yes	check	midTerm	q2
Male	Yes	No	Yes	33	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	34.05	1113.95	No	auto	midTerm	q3
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	107.05	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	38.15	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.70	6339.30	No	auto	longTerm	q4
Male	Yes	No	Yes	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	184.10	No	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	26.30	1688.90	No	check	longTerm	q4
Female	Yes	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.95	1378.25	Yes	check	shortTerm	q2
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.70	137.60	No	check	shortTerm	q1
Male	Yes	No	No	5	No	No	DSL	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	43.25	219.00	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	23	Yes	Yes	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	48.35	1067.15	Yes	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.55	79.55	Yes	check	shortTerm	q1
Female	No	Yes	No	50	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.05	3444.85	Yes	check	midTerm	q3
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.45	369.05	No	auto	shortTerm	q2
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	110.80	7553.60	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	84.50	84.50	Yes	check	shortTerm	q1
Female	No	Yes	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.30	1813.10	No	check	midTerm	q2
Male	Yes	No	No	67	No	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	49.35	3321.35	No	auto	longTerm	q4
Male	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.35	707.50	No	auto	midTerm	q3
Female	No	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	105.60	7112.15	No	check	longTerm	q4
Male	No	Yes	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.45	4641.10	No	auto	longTerm	q4
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.60	7690.90	Yes	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.90	49.90	No	check	shortTerm	q1
Male	Yes	No	No	46	No	No	DSL	No	Yes	No	No	No	No	MtM	No	bankTransfer	30.30	1380.10	Yes	auto	midTerm	q3
Female	No	No	No	2	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	30.40	78.65	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.40	45.40	Yes	check	shortTerm	q1
Female	Yes	Yes	No	48	Yes	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	65.65	3094.65	No	check	midTerm	q3
Female	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.30	6518.35	No	auto	longTerm	q4
Female	Yes	Yes	No	32	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	bankTransfer	84.15	2585.95	Yes	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.45	82.70	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.75	58.85	Yes	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	85.40	425.90	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	89.90	6342.70	No	auto	longTerm	q4
Male	Yes	Yes	No	37	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	55.05	2030.75	No	check	midTerm	q3
Male	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.10	6700.05	No	auto	longTerm	q4
Female	Yes	No	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	106.60	7244.70	No	auto	longTerm	q4
Male	Yes	No	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	75.20	3678.30	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	twoYear	Yes	creditCard	70.50	3486.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.60	411.15	No	check	midTerm	q2
Female	Yes	No	Yes	17	Yes	Yes	DSL	No	No	Yes	No	No	No	oneYear	Yes	mailedCheck	55.85	937.50	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.05	1559.15	No	check	longTerm	q4
Male	Yes	Yes	No	25	No	No	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	creditCard	38.10	970.40	No	auto	midTerm	q2
Male	No	No	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	2483.50	Yes	check	midTerm	q2
Male	No	Yes	No	24	No	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	34.25	828.20	No	check	midTerm	q2
Female	Yes	No	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3810.55	No	check	midTerm	q3
Female	Yes	No	No	21	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.65	1493.20	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.80	45.80	No	check	shortTerm	q1
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.75	777.30	No	check	shortTerm	q2
Male	Yes	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.40	556.35	Yes	check	shortTerm	q1
Male	Yes	Yes	No	51	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	96.40	4911.05	No	auto	midTerm	q3
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.55	187.35	No	check	shortTerm	q2
Female	Yes	No	No	6	No	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	No	creditCard	50.95	307.60	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.50	4318.35	No	check	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	electronicCheck	79.40	4820.55	No	check	longTerm	q4
Female	Yes	No	No	52	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	58.75	3038.55	No	auto	midTerm	q3
Female	Yes	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	59.45	2136.90	No	auto	midTerm	q3
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.70	7472.15	No	auto	longTerm	q4
Female	Yes	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	56.25	389.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	45	Yes	No	DSL	Yes	No	Yes	No	No	No	twoYear	No	creditCard	53.30	2296.25	No	auto	midTerm	q3
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.55	187.45	Yes	check	shortTerm	q1
Female	Yes	No	No	4	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	68.65	261.25	Yes	auto	shortTerm	q1
Male	Yes	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.30	38.45	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	77.85	299.20	Yes	check	shortTerm	q1
Male	Yes	No	No	51	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	59.90	3043.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	60	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	23.95	1506.40	No	auto	midTerm	q4
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.15	163.70	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	323.25	Yes	auto	shortTerm	q1
Male	Yes	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.65	1640.00	No	auto	shortTerm	q2
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	87.05	762.10	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	46	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	81.00	3846.35	No	check	midTerm	q3
Female	Yes	No	No	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.45	5646.60	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	53.50	53.50	Yes	check	shortTerm	q1
Female	Yes	Yes	No	4	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.50	79.05	No	auto	shortTerm	q1
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.10	25.10	Yes	check	shortTerm	q1
Male	Yes	No	Yes	28	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.40	1516.60	No	auto	midTerm	q2
Female	Yes	No	No	39	Yes	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	creditCard	58.60	2224.50	No	auto	midTerm	q3
Male	Yes	No	No	11	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	84.80	888.75	No	check	shortTerm	q2
Female	Yes	Yes	No	71	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	61.40	4310.35	No	auto	longTerm	q4
Male	Yes	No	Yes	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	42.90	No	check	shortTerm	q1
Male	No	Yes	No	30	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	79.65	2365.15	Yes	check	midTerm	q3
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.15	353.65	No	check	shortTerm	q2
Female	Yes	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	94.45	5073.10	No	auto	midTerm	q3
Female	Yes	No	No	58	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	79.80	4526.85	No	auto	midTerm	q4
Female	Yes	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.20	308.25	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.45	19.45	Yes	check	shortTerm	q1
Male	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.05	678.45	No	check	shortTerm	q1
Male	Yes	No	No	26	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	49.15	1237.30	No	auto	midTerm	q2
Female	Yes	No	No	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.40	1023.95	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.65	8182.75	No	auto	longTerm	q4
Female	Yes	No	Yes	43	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.00	4532.30	No	auto	midTerm	q3
Male	Yes	No	No	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.95	1444.05	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.10	19.10	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	103.40	7372.65	Yes	check	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	100.55	7325.10	No	auto	longTerm	q4
Male	Yes	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.40	3474.20	No	check	midTerm	q3
Male	Yes	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	75.15	392.65	No	auto	shortTerm	q1
Female	Yes	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.45	1058.60	Yes	check	shortTerm	q2
Female	No	No	No	44	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	creditCard	89.15	3990.75	No	auto	midTerm	q3
Female	No	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.90	7475.85	No	check	longTerm	q4
Male	Yes	No	No	44	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.50	835.50	No	auto	midTerm	q3
Female	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	85.95	2628.60	Yes	auto	midTerm	q3
Female	Yes	Yes	No	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.95	1718.35	No	auto	longTerm	q4
Female	No	No	No	16	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	59.40	1023.90	Yes	check	shortTerm	q2
Male	No	Yes	Yes	68	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.50	1193.55	No	auto	longTerm	q4
Male	Yes	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	1205.50	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	82.85	5776.45	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.00	78.90	No	check	shortTerm	q1
Female	Yes	Yes	Yes	26	No	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	38.85	1025.15	No	auto	midTerm	q2
Female	Yes	No	No	29	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.60	856.35	Yes	check	midTerm	q2
Male	Yes	No	Yes	5	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.35	122.00	No	auto	shortTerm	q1
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	95.00	6602.90	No	auto	longTerm	q4
Male	Yes	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	74.40	1712.90	No	auto	midTerm	q2
Female	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	78.45	5682.25	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	74.30	74.30	No	check	shortTerm	q1
Male	Yes	Yes	No	70	No	No	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	51.05	3635.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	36	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.20	702.90	No	auto	midTerm	q3
Female	No	No	No	38	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.55	3734.25	Yes	check	midTerm	q3
Female	Yes	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	1144.50	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	41	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.10	4454.25	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.30	45.30	Yes	check	shortTerm	q1
Male	Yes	No	No	2	No	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	29.85	75.60	Yes	auto	shortTerm	q1
Male	Yes	No	No	14	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.45	1117.55	No	check	shortTerm	q2
Male	No	No	No	2	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	creditCard	95.10	180.25	Yes	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.80	19.80	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	13	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	72.80	930.05	No	check	shortTerm	q2
Male	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.95	110.15	No	check	shortTerm	q1
Female	Yes	No	No	4	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	76.65	333.60	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	5	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.15	465.05	Yes	check	shortTerm	q1
Female	Yes	Yes	No	15	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.75	1669.40	No	check	shortTerm	q2
Female	Yes	No	No	47	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	creditCard	75.45	3545.10	No	auto	midTerm	q3
Female	Yes	No	No	8	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	No	mailedCheck	64.10	504.05	No	check	shortTerm	q1
Male	Yes	No	No	17	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.65	440.20	No	check	shortTerm	q2
Male	Yes	Yes	Yes	15	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	75.10	1151.55	No	check	shortTerm	q2
Female	Yes	No	No	26	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	95.85	2475.35	No	auto	midTerm	q2
Female	Yes	No	No	23	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.40	1249.25	No	check	midTerm	q2
Female	No	No	No	4	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	72.75	317.75	No	check	shortTerm	q1
Male	Yes	No	Yes	29	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.85	535.05	No	check	midTerm	q2
Female	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.05	461.30	No	check	midTerm	q2
Male	Yes	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.95	431.00	Yes	check	shortTerm	q1
Male	Yes	Yes	No	18	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.55	878.35	Yes	check	shortTerm	q2
Male	No	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.85	335.75	No	check	shortTerm	q1
Female	Yes	Yes	Yes	69	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	46.25	3121.40	No	auto	longTerm	q4
Male	Yes	No	No	14	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.35	324.80	No	check	shortTerm	q2
Male	Yes	No	No	19	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	69.60	1394.55	No	check	shortTerm	q2
Male	No	No	No	39	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	90.70	3413.25	No	check	midTerm	q3
Male	Yes	No	No	31	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	3143.65	No	check	midTerm	q3
Male	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.25	439.75	No	check	midTerm	q2
Male	Yes	Yes	No	14	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	48.80	664.40	No	auto	shortTerm	q2
Female	Yes	Yes	No	64	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	74.35	4759.55	No	check	longTerm	q4
Female	Yes	No	No	50	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.35	1033.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	52	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	68.75	3482.85	No	check	midTerm	q3
Male	Yes	No	No	28	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	100.20	2688.45	No	check	midTerm	q2
Female	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.85	435.25	No	auto	midTerm	q2
Male	Yes	No	Yes	25	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.90	2448.75	Yes	check	midTerm	q2
Female	Yes	Yes	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.35	307.00	No	check	shortTerm	q2
Male	Yes	Yes	No	58	No	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	45.00	2689.35	No	auto	midTerm	q4
Male	No	Yes	No	17	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	81.50	1329.20	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	51	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.50	1281.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	48.90	3527.00	No	check	longTerm	q4
Male	Yes	Yes	No	52	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	84.10	4348.65	Yes	check	midTerm	q3
Female	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.60	561.15	No	check	midTerm	q2
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	63.60	No	check	shortTerm	q1
Female	Yes	Yes	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	81.30	5129.30	No	check	longTerm	q4
Female	Yes	Yes	No	45	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	95.20	4285.80	No	auto	midTerm	q3
Male	No	Yes	No	3	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	36.45	93.70	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.30	5894.50	No	auto	longTerm	q4
Female	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.05	25.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.30	1160.75	No	auto	midTerm	q4
Male	Yes	Yes	Yes	34	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.85	3091.75	No	check	midTerm	q3
Female	Yes	No	No	8	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.85	365.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.80	272.95	No	check	shortTerm	q2
Male	Yes	Yes	Yes	66	No	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	54.65	3632.00	No	auto	longTerm	q4
Male	No	No	No	12	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	29.35	381.20	No	auto	shortTerm	q2
Male	Yes	No	No	58	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.15	1035.50	No	auto	midTerm	q4
Female	Yes	Yes	Yes	3	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.10	52.00	No	check	shortTerm	q1
Female	No	Yes	No	43	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	55.55	2342.20	Yes	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	80.55	653.90	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.25	71.20	No	check	shortTerm	q1
Female	Yes	Yes	Yes	22	Yes	No	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	69.50	1498.20	Yes	auto	midTerm	q2
Male	Yes	Yes	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	106.00	4178.65	No	auto	midTerm	q3
Female	Yes	No	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.50	1821.80	No	auto	longTerm	q4
Male	Yes	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.30	5278.15	Yes	check	midTerm	q3
Female	Yes	No	No	50	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	79.60	4024.20	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.25	55.25	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	88.05	6520.80	No	auto	longTerm	q4
Male	Yes	No	Yes	40	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.40	854.90	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	117.60	8308.90	No	auto	longTerm	q4
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	109.20	No	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.65	92.05	No	auto	shortTerm	q1
Male	Yes	Yes	No	48	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	70.55	3420.50	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	93.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	64	Yes	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	mailedCheck	65.80	4068.00	No	check	longTerm	q4
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.05	337.90	No	auto	shortTerm	q2
Male	Yes	Yes	No	40	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	80.00	3168.75	No	check	midTerm	q3
Female	Yes	Yes	Yes	41	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	35.40	1412.40	No	auto	midTerm	q3
Male	No	No	No	51	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	bankTransfer	79.60	3974.70	No	auto	midTerm	q3
Male	Yes	Yes	No	41	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.25	3439.00	No	check	midTerm	q3
Female	Yes	Yes	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	50.45	50.45	Yes	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.45	42.45	No	check	shortTerm	q1
Male	Yes	No	No	68	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	creditCard	79.60	5461.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	24	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.70	571.75	No	check	midTerm	q2
Male	Yes	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	77.30	5498.20	No	auto	longTerm	q4
Male	Yes	No	No	3	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.75	96.85	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.90	111.05	No	auto	shortTerm	q1
Male	Yes	Yes	No	3	No	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	29.80	94.40	No	auto	shortTerm	q1
Female	Yes	No	No	7	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	74.65	521.10	Yes	check	shortTerm	q1
Female	Yes	No	No	13	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	71.95	923.85	No	check	shortTerm	q2
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.75	141.10	No	check	shortTerm	q1
Male	Yes	Yes	Yes	12	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	56.30	628.65	No	check	shortTerm	q2
Male	Yes	Yes	Yes	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.25	5576.30	No	check	midTerm	q3
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	1046.10	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	1245.60	No	check	longTerm	q4
Female	Yes	No	No	15	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	MtM	No	mailedCheck	84.45	1287.85	No	check	shortTerm	q2
Male	Yes	Yes	Yes	36	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	53.65	1939.35	No	check	midTerm	q3
Male	No	Yes	No	4	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.90	118.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	452.55	No	check	midTerm	q2
Female	Yes	No	No	61	No	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	creditCard	43.70	2696.55	No	auto	longTerm	q4
Male	Yes	No	No	16	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	55.30	875.35	No	check	shortTerm	q2
Male	Yes	Yes	Yes	65	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.85	1267.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	26	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.65	494.90	No	auto	midTerm	q2
Male	Yes	No	No	16	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.45	799.00	No	check	shortTerm	q2
Female	Yes	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	106.55	5763.30	Yes	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.10	20.10	Yes	check	shortTerm	q1
Male	Yes	No	Yes	5	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.45	106.90	No	check	shortTerm	q1
Female	Yes	No	No	19	No	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	39.70	710.05	No	check	shortTerm	q2
Male	Yes	No	No	10	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	54.50	568.20	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	83.80	1900.25	Yes	check	midTerm	q2
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.15	159.15	Yes	check	shortTerm	q1
Female	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.60	8012.75	No	auto	longTerm	q4
Male	No	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.65	856.65	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	10	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	55.55	551.30	No	check	shortTerm	q2
Male	Yes	Yes	No	11	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.55	184.95	No	check	shortTerm	q2
Female	No	No	No	37	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	106.75	4056.75	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	17	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	62.10	1096.65	No	check	shortTerm	q2
Female	Yes	Yes	Yes	36	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	3684.95	No	auto	midTerm	q3
Male	No	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.80	1752.45	No	check	shortTerm	q2
Female	No	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	110.60	7210.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	61	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	84.90	5264.50	No	auto	longTerm	q4
Male	Yes	No	No	22	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.20	2157.30	No	check	midTerm	q2
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.40	24.40	No	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	70.55	433.95	No	auto	shortTerm	q1
Male	Yes	No	No	31	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	78.45	2435.15	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.00	5607.75	No	auto	longTerm	q4
Female	Yes	Yes	Yes	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	87.45	2874.15	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	52	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	85.80	4433.30	No	auto	midTerm	q3
Female	Yes	No	Yes	10	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	91.10	964.35	No	check	shortTerm	q2
Male	Yes	Yes	Yes	29	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.75	1974.80	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.10	1460.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.05	951.55	No	check	midTerm	q3
Male	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	74.80	1821.20	No	check	midTerm	q2
Male	Yes	No	No	65	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.80	1600.95	No	auto	longTerm	q4
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	100.85	399.25	No	check	shortTerm	q1
Male	No	Yes	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	1218.55	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	81.70	81.70	Yes	check	shortTerm	q1
Male	Yes	No	No	33	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.25	2171.15	Yes	check	midTerm	q3
Female	Yes	No	No	34	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.10	3634.80	No	check	midTerm	q3
Female	Yes	Yes	No	14	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.40	292.40	No	check	shortTerm	q2
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.15	317.25	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.00	218.55	No	check	shortTerm	q2
Female	Yes	Yes	Yes	65	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.40	5071.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	23	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	creditCard	57.20	1423.35	No	auto	midTerm	q2
Male	Yes	Yes	No	55	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	58.60	3068.60	No	check	midTerm	q3
Male	Yes	Yes	No	49	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	electronicCheck	94.80	4690.65	No	check	midTerm	q3
Male	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	102.50	6157.60	No	auto	midTerm	q4
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.35	1442.65	No	auto	longTerm	q4
Male	Yes	No	No	40	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.90	3369.05	No	check	midTerm	q3
Male	Yes	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	69.20	4671.65	No	auto	longTerm	q4
Male	No	No	No	35	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	3474.05	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.95	1875.55	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.85	272.35	No	check	shortTerm	q2
Female	Yes	No	Yes	41	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	88.50	3645.05	No	auto	midTerm	q3
Female	Yes	No	No	4	No	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	35.00	135.75	No	check	shortTerm	q1
Female	Yes	Yes	Yes	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	55.15	1319.85	No	check	midTerm	q2
Female	Yes	No	No	5	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	50.95	229.40	No	auto	shortTerm	q1
Female	Yes	No	No	5	Yes	Yes	DSL	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	64.00	370.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.10	69.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	80.20	5714.20	No	auto	longTerm	q4
Female	Yes	No	No	24	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	creditCard	49.30	1233.25	No	auto	midTerm	q2
Female	Yes	Yes	No	42	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.35	3571.60	No	auto	midTerm	q3
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	83.30	No	check	shortTerm	q1
Male	Yes	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	117.20	8035.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	579.40	No	check	midTerm	q3
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes	check	shortTerm	q1
Male	Yes	No	No	31	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.45	3066.45	Yes	check	midTerm	q3
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	bankTransfer	77.95	305.55	Yes	auto	shortTerm	q1
Male	No	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.95	7634.25	No	check	longTerm	q4
Male	No	No	No	38	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.75	3653.00	No	check	midTerm	q3
Female	Yes	Yes	Yes	3	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	80.00	241.30	No	check	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	79.65	3870.30	No	check	midTerm	q3
Female	Yes	Yes	No	15	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.20	387.90	No	check	shortTerm	q2
Female	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.90	527.50	No	auto	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.45	78.45	Yes	check	shortTerm	q1
Female	Yes	No	No	48	No	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	44.80	2104.55	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.30	20.30	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.20	19.20	No	check	shortTerm	q1
Female	Yes	No	No	37	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	80.05	3019.10	No	check	midTerm	q3
Male	No	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	107.35	7051.95	No	auto	longTerm	q4
Female	Yes	Yes	No	26	No	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	47.85	1190.50	No	auto	midTerm	q2
Male	Yes	Yes	No	63	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	creditCard	70.80	4448.80	No	auto	longTerm	q4
Male	Yes	No	No	10	No	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	29.50	255.25	Yes	check	shortTerm	q2
Female	Yes	No	No	2	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	70.75	146.90	Yes	check	shortTerm	q1
Male	No	Yes	No	18	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	59.10	1011.05	No	auto	shortTerm	q2
Female	Yes	Yes	No	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.55	1714.95	No	check	longTerm	q4
Female	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.45	762.50	Yes	check	shortTerm	q1
Female	Yes	No	Yes	28	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	535.35	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.55	75.55	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.65	338.90	Yes	check	shortTerm	q1
Male	No	No	No	38	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.15	2497.35	Yes	auto	midTerm	q3
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	95.30	6273.40	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	70.25	No	check	shortTerm	q1
Female	Yes	Yes	No	18	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.30	908.75	No	check	shortTerm	q2
Male	No	No	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	97.80	4913.30	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	0	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.85	0.00	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.30	46.30	Yes	check	shortTerm	q1
Male	Yes	No	Yes	12	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.35	212.30	No	auto	shortTerm	q2
Female	Yes	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.30	4443.45	Yes	check	midTerm	q3
Male	Yes	No	No	12	Yes	Yes	No	No	No	No	No	No	No	MtM	No	electronicCheck	25.00	316.20	No	check	shortTerm	q2
Female	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.30	1079.05	No	check	midTerm	q3
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.35	564.65	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.40	1095.65	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.00	6161.90	No	auto	longTerm	q4
Female	No	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	83.15	446.05	Yes	auto	shortTerm	q1
Female	No	No	No	49	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.80	2106.05	No	check	midTerm	q3
Male	Yes	No	No	40	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	62.05	2511.55	No	auto	midTerm	q3
Female	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.10	318.60	No	auto	shortTerm	q2
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.15	811.80	Yes	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.35	7323.15	No	check	longTerm	q4
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.05	186.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.90	454.00	No	check	midTerm	q2
Female	No	No	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	105.90	7521.95	No	check	longTerm	q4
Female	Yes	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	1056.95	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.15	44.15	Yes	check	shortTerm	q1
Female	Yes	No	No	16	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	53.90	834.15	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	85.45	85.45	Yes	check	shortTerm	q1
Male	Yes	Yes	No	12	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	85.05	999.80	No	auto	shortTerm	q2
Female	Yes	No	No	54	No	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	bankTransfer	44.10	2369.70	No	auto	midTerm	q3
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	twoYear	No	creditCard	90.20	6297.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.85	239.55	Yes	check	shortTerm	q1
Female	Yes	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	59.20	59.20	Yes	check	shortTerm	q1
Male	Yes	No	No	27	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	53.45	1461.45	No	check	midTerm	q2
Male	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.95	416.40	No	check	midTerm	q2
Male	Yes	No	No	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	83.20	1060.60	Yes	check	shortTerm	q2
Female	No	No	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	74.65	4869.35	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	54.90	54.90	Yes	check	shortTerm	q1
Male	Yes	Yes	No	57	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	57.50	3265.95	No	auto	midTerm	q4
Female	Yes	Yes	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.90	2254.20	Yes	check	midTerm	q2
Male	Yes	No	No	19	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.65	358.15	No	check	shortTerm	q2
Male	Yes	Yes	No	31	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	93.80	2939.80	No	check	midTerm	q3
Male	Yes	No	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	89.25	4652.40	No	check	midTerm	q3
Female	Yes	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	94.15	4408.45	No	check	midTerm	q3
Female	No	No	No	11	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	55.60	580.80	No	check	shortTerm	q2
Female	Yes	Yes	Yes	53	No	No	DSL	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	48.70	2495.20	No	auto	midTerm	q3
Female	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.25	180.30	Yes	check	shortTerm	q2
Male	No	No	No	57	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.90	5913.95	No	auto	midTerm	q4
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.45	158.40	Yes	check	shortTerm	q1
Female	No	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.85	104.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.90	1389.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.40	19.40	No	check	shortTerm	q1
Male	Yes	Yes	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.05	1629.20	No	auto	longTerm	q4
Male	Yes	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	84.45	6033.10	No	check	longTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.30	44.40	No	check	shortTerm	q1
Male	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.10	95.10	Yes	check	shortTerm	q1
Female	Yes	No	No	41	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	79.85	3320.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.55	1867.70	No	auto	longTerm	q4
Male	Yes	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	438.00	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.75	325.45	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.05	1148.10	Yes	check	shortTerm	q2
Female	Yes	Yes	No	58	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	68.40	3972.25	No	check	midTerm	q4
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.65	155.90	No	check	shortTerm	q1
Female	Yes	Yes	No	65	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.15	3673.15	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.60	70.60	No	check	shortTerm	q1
Male	Yes	Yes	No	56	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.95	1126.75	No	auto	midTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.00	73.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	58	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	44.10	2413.05	No	check	midTerm	q4
Male	Yes	Yes	No	62	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.60	6912.70	No	auto	longTerm	q4
Male	Yes	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	No	electronicCheck	61.55	1581.95	No	check	midTerm	q2
Male	Yes	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	90.70	5586.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	58	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	creditCard	99.25	5846.65	No	auto	midTerm	q4
Female	Yes	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	91.70	6424.70	No	check	longTerm	q4
Female	Yes	Yes	Yes	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	100.70	6018.65	No	auto	longTerm	q4
Female	Yes	No	No	42	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	78.45	3373.40	No	auto	midTerm	q3
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	84.30	1537.90	No	auto	shortTerm	q2
Female	Yes	No	No	56	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.55	1080.55	No	auto	midTerm	q4
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	88.95	355.20	Yes	check	shortTerm	q1
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.45	82.85	No	auto	shortTerm	q1
Female	Yes	No	Yes	35	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	creditCard	55.60	2016.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	bankTransfer	86.80	5327.25	No	auto	longTerm	q4
Female	Yes	No	No	31	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.95	683.25	No	check	midTerm	q3
Female	No	Yes	No	67	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.05	1263.05	No	auto	longTerm	q4
Female	Yes	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	50.70	151.30	Yes	auto	shortTerm	q1
Female	No	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.65	7714.65	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	53.40	188.70	Yes	auto	shortTerm	q1
Male	No	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.90	5549.40	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	2	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	59.50	130.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	29	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	87.80	2621.75	No	auto	midTerm	q2
Female	Yes	No	No	47	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	41.90	1875.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	Yes	electronicCheck	83.00	5685.80	Yes	check	longTerm	q4
Male	Yes	No	Yes	12	Yes	No	DSL	Yes	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	69.85	837.50	No	check	shortTerm	q2
Female	Yes	Yes	Yes	8	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	56.30	401.50	No	auto	shortTerm	q1
Male	Yes	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	109.55	6118.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	69	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	92.15	6480.90	No	check	longTerm	q4
Female	Yes	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	69.50	1800.05	No	auto	midTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	97.00	7104.20	No	auto	longTerm	q4
Female	Yes	No	No	70	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	58.35	4214.25	No	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.60	50.60	Yes	check	shortTerm	q1
Male	Yes	No	No	10	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	863.10	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.40	1992.20	No	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	69.80	Yes	check	shortTerm	q1
Female	Yes	Yes	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.30	1948.35	No	check	midTerm	q2
Male	No	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	93.80	4750.95	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	53	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.55	1007.90	No	auto	midTerm	q3
Male	Yes	No	Yes	53	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	95.95	5036.90	No	check	midTerm	q3
Male	Yes	Yes	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.05	2391.80	Yes	check	midTerm	q2
Female	Yes	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	94.80	6859.05	No	auto	longTerm	q4
Male	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.75	6521.90	No	check	longTerm	q4
Female	Yes	No	No	11	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	54.60	617.85	No	check	shortTerm	q2
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	71.30	157.75	No	auto	shortTerm	q1
Male	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.50	516.30	No	auto	midTerm	q2
Female	Yes	No	No	41	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	creditCard	56.30	2364.00	No	auto	midTerm	q3
Male	Yes	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	1687.95	Yes	check	shortTerm	q2
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.15	7689.95	Yes	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.55	6239.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	60.80	2042.05	No	check	midTerm	q3
Male	Yes	No	No	29	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	98.80	2807.10	No	auto	midTerm	q2
Male	No	Yes	No	40	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	98.15	4116.80	No	auto	midTerm	q3
Male	Yes	Yes	No	36	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.35	1317.95	No	check	midTerm	q3
Female	Yes	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.15	4594.65	No	check	midTerm	q3
Female	Yes	No	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.75	6332.75	No	check	midTerm	q4
Male	Yes	No	No	39	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	No	creditCard	81.40	3213.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	4	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	No	creditCard	61.45	229.55	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	95.70	4976.15	No	auto	midTerm	q3
Male	No	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.80	7308.95	No	check	longTerm	q4
Male	No	Yes	No	65	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.95	4555.20	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.95	44.95	No	check	shortTerm	q1
Female	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.65	6982.50	No	check	longTerm	q4
Female	No	Yes	Yes	29	No	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	35.65	1025.15	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.55	90.55	Yes	check	shortTerm	q1
Female	Yes	No	No	67	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	85.25	5714.20	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.50	19.50	No	check	shortTerm	q1
Female	Yes	No	No	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	88.80	2274.35	Yes	auto	midTerm	q2
Female	Yes	Yes	Yes	30	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	25.10	789.55	No	check	midTerm	q3
Female	Yes	Yes	No	48	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	100.05	4834.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.70	3131.80	No	check	midTerm	q3
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	85.20	602.55	Yes	check	shortTerm	q1
Male	Yes	No	No	37	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	91.15	3369.25	No	check	midTerm	q3
Female	Yes	Yes	No	31	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	83.85	2674.15	No	auto	midTerm	q3
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.90	199.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.10	1790.80	No	auto	longTerm	q4
Male	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.40	449.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	19.70	No	check	shortTerm	q1
Female	No	No	No	15	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.50	1400.30	No	check	shortTerm	q2
Male	Yes	Yes	Yes	8	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	51.30	411.60	No	auto	shortTerm	q1
Female	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	21.10	741.00	No	check	midTerm	q3
Female	No	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	104.75	5841.35	No	check	midTerm	q4
Male	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	106.15	4512.70	Yes	auto	midTerm	q3
Male	No	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	85.75	5688.45	No	check	longTerm	q4
Female	Yes	Yes	Yes	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.30	31.90	No	check	shortTerm	q1
Male	No	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.75	6674.65	No	check	longTerm	q4
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.15	1345.75	No	check	shortTerm	q2
Female	Yes	No	No	23	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	78.55	1843.05	No	check	midTerm	q2
Female	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.30	196.95	Yes	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	1433.80	No	auto	longTerm	q4
Female	Yes	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	50.70	214.55	No	check	shortTerm	q1
Male	Yes	No	No	19	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.00	865.85	No	auto	shortTerm	q2
Female	Yes	No	No	18	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	electronicCheck	77.80	1358.60	No	check	shortTerm	q2
Female	No	Yes	No	38	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.45	3147.15	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.25	131.05	Yes	auto	shortTerm	q1
Male	Yes	No	No	47	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	bankTransfer	94.80	4535.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.10	1078.75	No	auto	midTerm	q3
Male	Yes	No	No	9	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	59.90	542.40	No	check	shortTerm	q1
Female	Yes	Yes	No	26	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	90.10	2312.55	No	auto	midTerm	q2
Male	Yes	Yes	Yes	8	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	51.05	415.05	Yes	check	shortTerm	q1
Male	Yes	Yes	No	44	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	70.95	3250.45	No	check	midTerm	q3
Female	Yes	No	No	3	No	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	29.20	98.50	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	46.60	87.90	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.35	754.65	Yes	auto	shortTerm	q1
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.35	75.35	Yes	check	shortTerm	q1
Male	Yes	No	No	25	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	74.30	1952.25	No	auto	midTerm	q2
Female	No	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.30	153.80	No	check	shortTerm	q1
Male	Yes	No	No	43	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.20	3198.60	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.90	20.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	Yes	electronicCheck	94.30	5610.15	No	check	midTerm	q4
Female	Yes	Yes	Yes	59	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	mailedCheck	76.45	4519.50	No	check	midTerm	q4
Male	Yes	No	No	44	No	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	54.00	2440.25	No	check	midTerm	q3
Male	Yes	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.25	6860.60	No	check	longTerm	q4
Male	Yes	Yes	Yes	68	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.95	1377.70	No	auto	longTerm	q4
Male	Yes	No	No	9	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.95	190.25	No	check	shortTerm	q1
Male	Yes	No	No	19	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	84.75	1651.95	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	78.30	No	check	shortTerm	q1
Female	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	113.65	7939.25	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.90	44.90	No	check	shortTerm	q1
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.25	576.70	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.60	1279.00	No	check	midTerm	q3
Male	No	No	No	51	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.00	1260.70	No	auto	midTerm	q3
Male	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.95	267.35	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.60	6586.85	No	check	midTerm	q4
Male	Yes	No	No	17	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	55.50	934.15	No	auto	shortTerm	q2
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	43.30	123.65	Yes	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.50	7534.65	Yes	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.45	19.45	No	check	shortTerm	q1
Male	No	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.85	3645.60	No	check	midTerm	q3
Female	Yes	Yes	No	16	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.60	314.45	No	check	shortTerm	q2
Female	Yes	Yes	Yes	57	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	electronicCheck	53.45	3053.00	No	check	midTerm	q4
Male	Yes	Yes	Yes	37	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.80	677.05	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	112.10	7965.95	No	auto	longTerm	q4
Female	No	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	84.80	906.85	Yes	auto	shortTerm	q2
Female	No	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.05	4888.70	Yes	check	midTerm	q3
Male	No	No	No	5	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	50.35	237.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.60	74.60	Yes	auto	shortTerm	q1
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.70	342.40	Yes	check	shortTerm	q2
Male	No	Yes	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.20	140.10	No	check	shortTerm	q1
Female	Yes	No	No	17	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	69.00	1108.00	No	check	shortTerm	q2
Female	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.35	295.55	No	auto	shortTerm	q2
Female	Yes	No	No	15	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	59.45	892.65	Yes	check	shortTerm	q2
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.80	198.25	No	check	shortTerm	q2
Female	Yes	No	Yes	46	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.20	4822.85	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.20	6741.15	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	79.15	79.15	No	check	shortTerm	q1
Male	Yes	Yes	Yes	25	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	No	mailedCheck	53.65	1355.45	No	check	midTerm	q2
Male	Yes	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	100.20	7209.00	No	auto	longTerm	q4
Male	Yes	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.15	438.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.65	7726.35	No	auto	longTerm	q4
Female	Yes	Yes	No	49	No	No	DSL	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	40.65	2070.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	29	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	55.35	1636.95	No	auto	midTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	105.60	7581.50	No	auto	longTerm	q4
Male	Yes	Yes	No	31	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	93.80	3019.50	Yes	check	midTerm	q3
Female	Yes	No	No	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.70	4729.75	No	check	midTerm	q3
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	83.20	6126.10	No	check	longTerm	q4
Male	No	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.05	6333.40	No	auto	longTerm	q4
Male	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	No	creditCard	97.65	6687.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	61	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	68.05	4158.25	No	auto	longTerm	q4
Male	Yes	No	No	32	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	96.20	3183.40	Yes	check	midTerm	q3
Female	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.60	79.60	Yes	check	shortTerm	q1
Male	Yes	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	bankTransfer	102.10	7149.35	No	auto	longTerm	q4
Male	Yes	No	No	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	23.40	1429.65	No	auto	longTerm	q4
Female	Yes	No	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.05	472.65	No	check	shortTerm	q1
Male	Yes	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.25	1734.50	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.45	113.50	No	check	shortTerm	q1
Female	No	No	No	33	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	59.45	1884.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	28	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	bankTransfer	92.20	2568.15	No	auto	midTerm	q2
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	470.00	No	auto	midTerm	q2
Male	Yes	No	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.90	278.40	No	check	shortTerm	q1
Male	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	80.50	2088.80	Yes	check	midTerm	q2
Male	No	No	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.80	502.60	Yes	check	shortTerm	q1
Male	No	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	90.50	2595.85	No	auto	midTerm	q3
Male	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	No	creditCard	90.45	5825.50	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	50.75	50.75	Yes	check	shortTerm	q1
Female	Yes	No	Yes	53	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	84.60	4449.75	No	check	midTerm	q3
Female	Yes	Yes	Yes	14	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	89.65	1208.35	Yes	auto	shortTerm	q2
Female	Yes	No	No	21	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	99.15	1956.40	No	auto	midTerm	q2
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.95	310.60	No	check	shortTerm	q2
Male	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.50	290.55	No	check	shortTerm	q2
Female	Yes	No	No	35	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	62.10	2096.10	No	check	midTerm	q3
Female	No	No	No	32	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.50	2665.00	No	check	midTerm	q3
Female	Yes	Yes	Yes	28	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.55	543.80	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.35	20.35	No	check	shortTerm	q1
Male	Yes	No	No	59	No	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	51.70	3005.80	No	check	midTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	23.30	1623.15	No	auto	longTerm	q4
Male	Yes	No	No	36	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	65.40	2498.40	Yes	check	midTerm	q3
Female	Yes	No	No	40	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	No	mailedCheck	65.10	2586.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.20	3292.30	No	check	midTerm	q3
Female	Yes	No	Yes	9	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	72.90	651.40	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	74.50	4674.55	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.50	232.35	No	check	shortTerm	q1
Male	Yes	Yes	Yes	40	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	60.30	2448.50	No	check	midTerm	q3
Male	Yes	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	75.00	658.10	No	check	shortTerm	q1
Male	No	Yes	No	34	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	oneYear	No	mailedCheck	90.15	3128.80	No	check	midTerm	q3
Male	Yes	No	No	5	No	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	mailedCheck	40.00	223.45	Yes	check	shortTerm	q1
Male	No	No	No	9	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.45	919.40	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	9	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	69.05	653.95	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	31	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	59.70	1825.50	No	auto	midTerm	q3
Female	Yes	Yes	No	50	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.85	943.10	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	86.25	181.65	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.65	45.65	Yes	check	shortTerm	q1
Male	Yes	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.10	551.35	Yes	check	shortTerm	q1
Female	Yes	No	No	9	No	No	DSL	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	40.75	359.40	No	check	shortTerm	q1
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.20	115.95	Yes	auto	shortTerm	q1
Female	Yes	No	No	3	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	55.35	165.20	Yes	check	shortTerm	q1
Male	Yes	Yes	No	25	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	95.70	2338.35	No	auto	midTerm	q2
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.30	46.30	No	check	shortTerm	q1
Female	Yes	Yes	Yes	45	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	No	mailedCheck	81.30	3541.10	No	check	midTerm	q3
Male	No	Yes	Yes	51	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.20	4146.05	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.00	1087.25	No	auto	midTerm	q3
Female	Yes	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	66.15	2522.40	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.85	81.00	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.60	717.30	No	check	midTerm	q3
Male	Yes	No	No	34	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.80	1734.20	No	check	midTerm	q3
Female	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	101.75	7069.30	No	check	longTerm	q4
Female	Yes	No	No	13	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	mailedCheck	55.15	742.90	No	check	shortTerm	q2
Male	Yes	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.25	3017.65	Yes	check	midTerm	q3
Female	Yes	No	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.95	6423.00	No	check	longTerm	q4
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.15	1164.30	Yes	auto	shortTerm	q2
Male	Yes	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	99.65	4220.35	No	auto	midTerm	q3
Male	Yes	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.70	1558.70	No	check	midTerm	q2
Male	No	No	No	55	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	50.05	2743.45	No	auto	midTerm	q3
Male	Yes	Yes	No	69	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	60.25	4055.50	No	auto	longTerm	q4
Male	No	Yes	Yes	26	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	105.75	2710.25	Yes	check	midTerm	q2
Female	No	Yes	No	69	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	creditCard	87.30	6055.55	No	auto	longTerm	q4
Female	No	Yes	No	18	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.35	810.70	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	47	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.25	2538.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.30	6129.20	No	auto	longTerm	q4
Male	No	Yes	No	33	No	No	DSL	No	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	50.00	1750.85	No	check	midTerm	q3
Female	Yes	Yes	Yes	2	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.40	36.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	90.95	6652.45	No	auto	longTerm	q4
Male	No	Yes	No	37	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.25	2575.45	No	auto	midTerm	q3
Female	No	Yes	Yes	62	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	96.10	6019.35	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	1379.60	No	auto	longTerm	q4
Male	Yes	No	Yes	23	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	55.30	1284.20	No	auto	midTerm	q2
Female	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	296.15	No	check	shortTerm	q2
Male	Yes	No	No	9	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	69.50	653.25	No	check	shortTerm	q1
Male	Yes	Yes	Yes	17	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	25.15	412.60	No	check	shortTerm	q2
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.95	85.50	Yes	auto	shortTerm	q1
Female	No	Yes	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.55	49.55	Yes	check	shortTerm	q1
Female	Yes	Yes	No	24	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.65	1928.70	No	check	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.25	71.25	No	check	shortTerm	q1
Male	No	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	113.80	7845.80	No	auto	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	24.55	1750.70	No	check	longTerm	q4
Female	Yes	No	Yes	11	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.70	216.20	No	auto	shortTerm	q2
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	178.50	Yes	check	shortTerm	q1
Female	No	Yes	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	50.15	115.10	Yes	auto	shortTerm	q1
Female	No	Yes	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	100.50	6029.00	No	auto	midTerm	q4
Male	No	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.90	2745.20	Yes	check	midTerm	q2
Female	Yes	No	No	49	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	74.45	3721.90	No	auto	midTerm	q3
Female	No	No	No	30	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.10	3121.10	No	check	midTerm	q3
Female	Yes	Yes	No	53	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.05	990.45	No	auto	midTerm	q3
Male	Yes	No	Yes	39	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.00	1004.35	No	check	midTerm	q3
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.05	157.65	No	check	shortTerm	q1
Male	Yes	No	No	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	oneYear	No	electronicCheck	81.90	3219.75	No	check	midTerm	q3
Male	No	No	No	8	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.70	572.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	90.15	4554.85	No	check	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.35	1847.55	No	auto	longTerm	q4
Male	No	No	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.65	1766.75	No	check	longTerm	q4
Female	No	Yes	No	70	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.55	1462.05	No	auto	longTerm	q4
Female	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	25.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	38	No	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.00	2193.20	No	auto	midTerm	q3
Female	Yes	Yes	No	28	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	89.90	2433.50	No	auto	midTerm	q2
Female	Yes	Yes	No	32	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.40	641.15	No	auto	midTerm	q3
Male	No	Yes	No	49	Yes	No	DSL	No	Yes	No	No	No	No	twoYear	No	mailedCheck	49.80	2398.40	No	check	midTerm	q3
Female	Yes	Yes	Yes	37	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.10	861.85	No	auto	midTerm	q3
Female	Yes	No	No	10	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	54.25	583.00	No	check	shortTerm	q2
Male	Yes	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	109.90	7332.40	No	auto	longTerm	q4
Male	Yes	No	No	7	No	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	creditCard	35.50	249.55	No	auto	shortTerm	q1
Female	Yes	No	No	51	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	creditCard	87.55	4475.90	No	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.15	416.45	Yes	check	shortTerm	q1
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	88.40	788.60	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.80	202.30	No	check	shortTerm	q1
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	electronicCheck	99.00	6994.60	No	check	longTerm	q4
Female	Yes	Yes	Yes	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	84.40	4116.15	Yes	auto	midTerm	q3
Female	No	Yes	Yes	24	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	96.55	2263.45	No	check	midTerm	q2
Male	Yes	Yes	No	22	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	bankTransfer	59.75	1374.35	No	auto	midTerm	q2
Male	Yes	No	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	111.50	4915.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	33	Yes	Yes	No	No	No	No	No	No	No	MtM	No	bankTransfer	24.25	838.50	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	75.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	54	Yes	Yes	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	creditCard	70.15	3715.65	Yes	auto	midTerm	q3
Male	Yes	No	No	42	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.75	4273.45	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.80	45.80	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.50	20.50	No	check	shortTerm	q1
Male	Yes	No	No	30	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	electronicCheck	70.40	2044.75	No	check	midTerm	q3
Female	Yes	No	No	1	No	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	30.55	30.55	No	check	shortTerm	q1
Male	Yes	Yes	Yes	16	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	84.90	1398.25	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.10	20.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	9	No	No	DSL	No	No	No	Yes	Yes	No	MtM	No	mailedCheck	40.65	328.95	Yes	check	shortTerm	q1
Male	No	Yes	No	46	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.00	4680.05	Yes	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	69.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	71	Yes	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	54.50	3778.20	No	auto	longTerm	q4
Male	Yes	No	No	43	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.35	3161.40	No	auto	midTerm	q3
Male	Yes	Yes	No	50	No	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	Yes	bankTransfer	44.45	2188.45	No	auto	midTerm	q3
Female	Yes	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.00	999.45	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	19	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	No	bankTransfer	100.00	1888.65	Yes	auto	shortTerm	q2
Female	Yes	No	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	98.05	3990.60	No	auto	midTerm	q3
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.15	71.15	Yes	check	shortTerm	q1
Female	Yes	No	No	24	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	54.15	1240.25	Yes	auto	midTerm	q2
Female	Yes	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	Yes	No	oneYear	No	bankTransfer	63.90	2635.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	3	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	69.15	235.00	No	auto	shortTerm	q1
Female	Yes	No	No	37	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	No	bankTransfer	64.65	2347.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.75	7156.20	Yes	auto	longTerm	q4
Female	Yes	Yes	Yes	32	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.85	3089.60	No	check	midTerm	q3
Female	Yes	Yes	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.15	270.80	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	32	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	89.60	2901.80	No	check	midTerm	q3
Female	Yes	No	No	59	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	83.25	4949.10	No	check	midTerm	q4
Female	Yes	Yes	No	30	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	70.25	2198.90	No	auto	midTerm	q3
Male	Yes	No	Yes	20	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.40	374.50	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	27	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	24.50	761.95	No	check	midTerm	q2
Female	No	No	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.15	1520.90	Yes	check	shortTerm	q2
Male	Yes	No	Yes	9	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	190.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	73.00	5163.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	69	Yes	Yes	DSL	Yes	No	No	Yes	No	No	twoYear	No	creditCard	61.40	4059.85	No	auto	longTerm	q4
Male	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	84.30	2281.60	No	check	midTerm	q2
Male	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.90	1356.70	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.40	231.45	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.75	50.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	10	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.45	242.40	No	check	shortTerm	q2
Female	Yes	Yes	Yes	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	75.75	4264.25	No	auto	midTerm	q3
Male	Yes	No	No	44	Yes	No	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	electronicCheck	65.40	2774.55	No	check	midTerm	q3
Male	No	Yes	No	46	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.40	3605.20	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	69	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.75	4069.90	No	auto	longTerm	q4
Male	No	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.50	874.20	No	check	shortTerm	q2
Female	Yes	Yes	No	11	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	102.00	1145.35	Yes	check	shortTerm	q2
Male	Yes	No	No	29	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	bankTransfer	48.95	1323.70	No	auto	midTerm	q2
Female	Yes	Yes	No	57	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.65	5497.05	No	check	midTerm	q4
Male	Yes	No	No	28	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	18.25	534.70	No	auto	midTerm	q2
Female	Yes	No	No	42	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	creditCard	54.55	2455.05	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.65	38.70	Yes	check	shortTerm	q1
Male	Yes	No	Yes	23	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	40.65	947.40	No	auto	midTerm	q2
Female	Yes	Yes	Yes	18	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	357.00	No	check	shortTerm	q2
Male	Yes	Yes	Yes	62	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.80	1476.25	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.80	70.80	Yes	check	shortTerm	q1
Male	Yes	No	No	16	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	creditCard	89.05	1448.60	Yes	auto	shortTerm	q2
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.60	291.90	Yes	check	shortTerm	q1
Male	Yes	No	No	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	88.80	5903.15	No	auto	longTerm	q4
Male	Yes	No	No	62	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.05	1201.65	No	auto	longTerm	q4
Female	Yes	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	5921.35	Yes	auto	midTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	146.65	No	check	shortTerm	q1
Female	Yes	Yes	Yes	23	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	77.15	1759.40	No	auto	midTerm	q2
Female	Yes	No	Yes	25	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	35.05	844.45	No	auto	midTerm	q2
Female	No	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.10	7774.05	No	auto	longTerm	q4
Female	Yes	Yes	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.05	134.05	No	check	shortTerm	q1
Female	Yes	No	No	8	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.20	140.95	No	auto	shortTerm	q1
Female	Yes	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.60	249.95	Yes	check	shortTerm	q1
Male	Yes	No	No	35	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	49.20	1701.65	No	check	midTerm	q3
Male	Yes	No	No	24	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	24.60	592.65	No	check	midTerm	q2
Female	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	135.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	104.90	7732.65	No	auto	longTerm	q4
Female	Yes	No	No	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	106.50	4282.40	No	check	midTerm	q3
Male	Yes	No	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.35	219.65	Yes	check	shortTerm	q1
Male	Yes	No	No	26	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	No	bankTransfer	75.50	2018.10	No	auto	midTerm	q2
Male	Yes	No	No	7	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	669.00	Yes	check	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.95	68.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	4	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	58.50	224.85	No	check	shortTerm	q1
Male	Yes	No	No	48	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	78.90	3771.50	No	auto	midTerm	q3
Male	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.85	196.75	Yes	check	shortTerm	q1
Female	No	Yes	No	12	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	79.20	943.85	No	check	shortTerm	q2
Male	Yes	Yes	No	60	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.45	6572.85	No	auto	midTerm	q4
Male	Yes	No	No	55	Yes	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	electronicCheck	59.20	3175.85	No	check	midTerm	q3
Male	Yes	No	No	1	No	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	29.15	29.15	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	318.90	Yes	check	shortTerm	q1
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.45	24.45	Yes	check	shortTerm	q1
Female	Yes	No	No	42	Yes	No	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	creditCard	66.50	2762.75	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	49.55	49.55	No	auto	shortTerm	q1
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	89.35	631.85	Yes	auto	shortTerm	q1
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	73.60	232.50	No	auto	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	82.65	5919.35	No	auto	longTerm	q4
Male	Yes	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.00	749.25	No	check	shortTerm	q2
Male	Yes	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.35	307.40	Yes	check	shortTerm	q1
Female	Yes	No	No	11	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	25.20	245.15	No	check	shortTerm	q2
Female	Yes	No	No	5	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	25.45	134.75	No	check	shortTerm	q1
Female	No	No	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	55.80	55.80	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.90	8240.85	No	auto	longTerm	q4
Female	Yes	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	77.75	4266.40	No	auto	midTerm	q3
Female	Yes	Yes	Yes	40	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	26.20	1077.50	No	check	midTerm	q3
Female	Yes	Yes	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.90	1115.60	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.05	79.05	Yes	check	shortTerm	q1
Male	Yes	Yes	No	1	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.00	95.00	Yes	check	shortTerm	q1
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.20	25.20	Yes	check	shortTerm	q1
Male	No	Yes	Yes	52	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.85	4079.55	No	check	midTerm	q3
Male	No	No	No	41	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.40	4187.75	Yes	check	midTerm	q3
Male	Yes	Yes	No	43	Yes	No	DSL	No	No	No	No	Yes	No	oneYear	Yes	mailedCheck	56.35	2391.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.30	890.50	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	50.40	137.25	No	auto	shortTerm	q1
Male	No	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	79.40	5154.60	Yes	auto	longTerm	q4
Male	Yes	Yes	Yes	55	Yes	No	DSL	No	No	Yes	Yes	No	No	twoYear	Yes	creditCard	55.25	3119.90	No	auto	midTerm	q3
Male	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.10	529.50	No	check	midTerm	q2
Female	Yes	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.05	966.55	No	check	shortTerm	q2
Female	Yes	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.20	6936.85	No	check	longTerm	q4
Male	No	No	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	3496.30	Yes	check	midTerm	q3
Male	No	Yes	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.80	914.30	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	27	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.75	1929.00	No	auto	midTerm	q2
Female	Yes	No	No	58	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	95.30	5817.70	No	check	midTerm	q4
Male	Yes	Yes	No	54	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	109.75	6110.20	Yes	auto	midTerm	q3
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	178.80	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.30	28.30	Yes	auto	shortTerm	q1
Male	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	435.00	No	check	shortTerm	q1
Female	No	No	No	26	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.25	2351.80	Yes	check	midTerm	q2
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	186.15	No	check	shortTerm	q1
Male	Yes	Yes	No	8	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	54.75	445.85	No	check	shortTerm	q1
Male	Yes	No	No	12	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.45	912.00	No	check	shortTerm	q2
Female	Yes	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	49.10	679.55	Yes	check	shortTerm	q2
Male	Yes	Yes	No	43	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.20	3581.60	No	check	midTerm	q3
Male	Yes	No	No	42	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.30	4222.95	No	check	midTerm	q3
Female	Yes	No	No	31	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	MtM	No	creditCard	65.25	1994.30	Yes	auto	midTerm	q3
Female	Yes	No	Yes	66	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	90.95	5930.05	No	auto	longTerm	q4
Female	No	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.45	1505.85	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	20.00	No	check	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	electronicCheck	94.10	5638.30	Yes	check	longTerm	q4
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	79.85	797.25	No	check	shortTerm	q2
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.65	71.65	Yes	check	shortTerm	q1
Female	No	No	No	18	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.55	1359.45	No	check	shortTerm	q2
Male	Yes	Yes	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.65	2542.45	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.30	54.70	No	check	shortTerm	q1
Male	Yes	No	No	50	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.15	989.05	No	auto	midTerm	q3
Male	Yes	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.55	44.55	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	54.45	87.30	No	check	shortTerm	q1
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.65	351.55	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	105.00	7297.75	No	check	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	88.70	6301.70	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.25	210.30	Yes	check	shortTerm	q1
Male	No	Yes	Yes	50	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	bankTransfer	75.15	3822.45	No	auto	midTerm	q3
Female	Yes	No	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.25	1048.45	No	check	midTerm	q3
Female	Yes	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	109.10	6393.65	No	auto	midTerm	q4
Male	Yes	No	No	46	No	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	30.75	1489.30	No	auto	midTerm	q3
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	112.90	8061.50	No	auto	longTerm	q4
Female	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.20	74.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	6	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	mailedCheck	94.05	518.75	No	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	78.85	5763.15	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	55.30	238.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.35	1031.70	No	check	midTerm	q3
Male	Yes	Yes	Yes	0	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.35	0.00	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.45	34.80	No	check	shortTerm	q1
Female	Yes	Yes	No	65	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.35	1319.95	No	auto	longTerm	q4
Male	No	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.00	4388.40	Yes	check	midTerm	q3
Male	Yes	Yes	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	420.20	Yes	check	shortTerm	q1
Male	No	Yes	No	25	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	oneYear	Yes	electronicCheck	89.05	2177.45	Yes	check	midTerm	q2
Female	Yes	Yes	No	51	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	78.65	3950.85	No	auto	midTerm	q3
Male	Yes	No	No	12	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	74.75	827.05	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	57	Yes	No	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	70.10	3913.30	Yes	auto	midTerm	q4
Female	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.90	533.50	No	check	midTerm	q2
Female	Yes	Yes	No	64	Yes	Yes	DSL	No	No	Yes	Yes	No	No	oneYear	No	bankTransfer	58.35	3756.45	No	auto	longTerm	q4
Female	Yes	No	No	4	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	105.65	443.90	Yes	check	shortTerm	q1
Female	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.50	2599.95	No	auto	midTerm	q2
Female	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	284.30	No	check	shortTerm	q2
Male	No	Yes	No	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.65	1740.80	No	auto	longTerm	q4
Male	No	Yes	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.50	3436.10	Yes	check	midTerm	q3
Female	Yes	Yes	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	creditCard	95.00	2462.55	No	auto	midTerm	q2
Male	No	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.85	70.85	Yes	check	shortTerm	q1
Female	Yes	No	No	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	85.95	3110.10	Yes	auto	midTerm	q3
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.90	280.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.45	411.75	No	check	shortTerm	q1
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.00	198.60	No	auto	shortTerm	q2
Female	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.20	103.70	No	check	shortTerm	q1
Female	Yes	Yes	No	58	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.45	6144.55	Yes	auto	midTerm	q4
Male	Yes	Yes	No	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.25	4089.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.25	864.20	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.65	19.65	No	auto	shortTerm	q1
Male	Yes	No	No	46	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	72.80	3249.40	No	auto	midTerm	q3
Female	Yes	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	109.65	5405.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	No	creditCard	65.00	3363.80	No	auto	midTerm	q3
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	114.10	7132.15	No	check	longTerm	q4
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.65	93.55	No	auto	shortTerm	q1
Male	Yes	No	No	47	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	86.95	4138.90	No	auto	midTerm	q3
Female	Yes	No	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	94.75	5121.75	No	auto	midTerm	q3
Male	Yes	No	Yes	19	No	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.35	566.10	No	auto	shortTerm	q2
Female	Yes	No	Yes	26	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.45	2715.30	No	check	midTerm	q2
Male	Yes	Yes	Yes	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.40	1782.05	No	check	longTerm	q4
Male	Yes	Yes	No	17	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.55	1742.50	No	check	shortTerm	q2
Female	Yes	No	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	2983.80	Yes	check	midTerm	q3
Female	Yes	No	Yes	1	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.00	24.00	No	check	shortTerm	q1
Female	Yes	Yes	Yes	19	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.60	485.90	No	check	shortTerm	q2
Female	Yes	Yes	No	26	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	73.50	1905.70	No	auto	midTerm	q2
Female	Yes	Yes	Yes	21	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	74.05	1565.70	Yes	auto	midTerm	q2
Male	Yes	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.25	4858.70	No	check	midTerm	q3
Female	Yes	Yes	No	68	No	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	54.40	3723.65	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.55	298.35	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	9	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	103.10	970.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	51	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	34.20	1782.00	No	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	43.75	405.70	No	check	shortTerm	q1
Male	No	Yes	Yes	41	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.95	4534.90	Yes	check	midTerm	q3
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.65	2415.95	No	check	midTerm	q2
Female	Yes	Yes	Yes	21	No	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	55.95	1157.05	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	8297.50	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.75	45.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	26	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	82.00	2083.10	No	auto	midTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	65.15	4681.75	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.80	176.20	No	auto	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.80	1001.20	No	check	shortTerm	q2
Female	Yes	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	88.85	1594.75	No	check	shortTerm	q2
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.95	212.40	No	check	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	106.85	7677.40	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.95	815.50	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	creditCard	80.15	80.15	Yes	auto	shortTerm	q1
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.30	259.65	No	auto	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.25	8109.80	Yes	check	longTerm	q4
Male	Yes	Yes	No	42	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	No	creditCard	56.10	2386.85	No	auto	midTerm	q3
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.70	340.35	No	auto	shortTerm	q2
Female	No	No	No	7	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	51.30	419.35	No	check	shortTerm	q1
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	118.60	7990.05	No	check	longTerm	q4
Male	Yes	Yes	Yes	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.15	1402.25	No	auto	midTerm	q4
Female	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.30	749.35	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	115.50	8425.15	No	check	longTerm	q4
Female	Yes	No	No	48	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	25.05	1171.50	No	auto	midTerm	q3
Female	No	Yes	No	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	109.10	5647.95	No	check	midTerm	q3
Female	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	708.80	No	check	midTerm	q3
Male	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.30	7567.20	No	auto	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.90	29.90	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	80.60	4348.10	No	check	midTerm	q3
Male	Yes	Yes	Yes	34	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.80	635.90	No	check	midTerm	q3
Female	Yes	No	No	3	No	No	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	35.20	108.95	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.80	78.80	Yes	check	shortTerm	q1
Male	Yes	No	No	19	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	mailedCheck	89.95	1682.40	No	check	shortTerm	q2
Female	No	Yes	No	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.05	6925.90	No	auto	midTerm	q4
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.55	223.15	No	auto	shortTerm	q2
Female	Yes	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	5127.95	Yes	check	midTerm	q3
Male	Yes	No	No	18	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.40	874.80	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.25	6758.45	No	auto	midTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.80	1874.30	No	auto	longTerm	q4
Male	Yes	No	No	39	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.90	791.15	No	check	midTerm	q3
Female	Yes	Yes	No	59	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	81.25	4639.45	No	auto	midTerm	q4
Male	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.95	143.90	No	check	shortTerm	q1
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.10	69.10	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.20	1776.55	Yes	check	shortTerm	q2
Female	Yes	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.55	536.40	Yes	auto	shortTerm	q1
Male	Yes	No	No	71	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	twoYear	Yes	creditCard	86.40	6172.00	No	auto	longTerm	q4
Female	Yes	Yes	No	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	66.30	1559.45	No	check	midTerm	q2
Male	No	Yes	No	67	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	94.65	6079.00	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	80.85	80.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	oneYear	Yes	mailedCheck	82.05	4029.95	Yes	check	midTerm	q3
Female	Yes	Yes	No	37	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	72.10	2658.40	No	check	midTerm	q3
Male	Yes	No	No	11	No	No	DSL	No	Yes	Yes	No	No	No	MtM	No	mailedCheck	34.70	383.55	No	check	shortTerm	q2
Male	Yes	Yes	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.55	51.15	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	18	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.95	1745.50	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	50	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	bankTransfer	44.80	2230.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.40	7281.60	No	check	longTerm	q4
Female	Yes	Yes	No	25	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	71.05	1837.70	No	check	midTerm	q2
Female	No	No	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.55	149.55	Yes	check	shortTerm	q1
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.70	180.70	No	auto	shortTerm	q1
Female	Yes	No	Yes	10	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	40.25	411.45	No	check	shortTerm	q2
Female	Yes	Yes	No	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	1328.35	No	auto	longTerm	q4
Male	Yes	No	No	9	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	68.25	576.95	No	auto	shortTerm	q1
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.15	68.45	No	auto	shortTerm	q1
Female	Yes	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.95	123.05	No	check	shortTerm	q1
Female	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.65	78.65	Yes	check	shortTerm	q1
Male	Yes	No	No	19	No	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.15	468.35	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.25	174.70	No	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	42.90	42.90	Yes	check	shortTerm	q1
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.00	44.00	No	check	shortTerm	q1
Female	Yes	Yes	Yes	9	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.25	172.35	No	check	shortTerm	q1
Female	Yes	No	No	3	No	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	34.25	139.35	Yes	check	shortTerm	q1
Female	Yes	No	No	9	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	mailedCheck	58.50	539.85	Yes	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	creditCard	55.80	300.40	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	56	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	No	bankTransfer	88.90	4968.00	No	auto	midTerm	q4
Female	Yes	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	57.65	992.70	No	check	shortTerm	q2
Male	No	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.20	4718.25	Yes	check	midTerm	q3
Male	Yes	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	79.15	5536.50	No	check	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.05	7806.60	No	auto	longTerm	q4
Female	No	No	No	6	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	74.40	434.10	Yes	check	shortTerm	q1
Male	No	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.80	1563.90	No	check	shortTerm	q2
Male	Yes	Yes	No	29	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.90	1332.40	No	check	midTerm	q2
Female	Yes	Yes	No	6	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	545.20	Yes	check	shortTerm	q1
Male	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	102.60	6296.75	No	check	longTerm	q4
Male	Yes	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	73.85	1284.20	Yes	auto	shortTerm	q2
Male	Yes	No	No	59	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	61.35	3645.50	No	auto	midTerm	q4
Female	Yes	No	No	3	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	57.55	161.45	No	check	shortTerm	q1
Female	Yes	No	No	8	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	29.25	226.95	No	check	shortTerm	q1
Female	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.55	646.85	Yes	check	shortTerm	q1
Female	Yes	No	No	68	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.60	1441.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	111.75	7511.30	No	auto	longTerm	q4
Female	No	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.50	5621.85	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	107.70	7919.80	No	auto	longTerm	q4
Female	Yes	Yes	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.30	593.20	No	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.05	1423.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.95	69.95	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	42	Yes	No	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	creditCard	63.70	2763.35	No	auto	midTerm	q3
Female	Yes	No	No	25	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.75	692.10	Yes	auto	midTerm	q2
Male	Yes	No	No	45	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.90	2298.55	No	auto	midTerm	q3
Female	Yes	Yes	Yes	43	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.40	2640.55	No	auto	midTerm	q3
Male	Yes	Yes	No	37	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	mailedCheck	79.25	2911.80	No	check	midTerm	q3
Female	No	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.80	1727.50	Yes	auto	shortTerm	q2
Female	Yes	No	No	4	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.45	86.60	Yes	check	shortTerm	q1
Male	Yes	Yes	No	63	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.10	6705.70	No	auto	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	90.70	237.65	No	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.30	1672.35	No	auto	longTerm	q4
Male	Yes	No	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.70	2979.50	Yes	check	midTerm	q2
Female	No	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.20	695.75	No	check	shortTerm	q1
Male	Yes	No	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.35	1654.60	No	check	longTerm	q4
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.25	24.25	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.10	1857.85	No	auto	longTerm	q4
Male	No	Yes	No	16	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	54.55	825.10	No	auto	shortTerm	q2
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	96.60	6424.25	No	check	longTerm	q4
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	837.95	Yes	check	shortTerm	q2
Male	Yes	No	No	51	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	81.15	4126.20	No	auto	midTerm	q3
Female	Yes	No	Yes	8	No	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	38.50	330.80	No	check	shortTerm	q1
Male	Yes	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.90	1337.45	No	check	shortTerm	q2
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	93.50	362.20	Yes	check	shortTerm	q1
Female	Yes	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	mailedCheck	84.70	5991.05	No	check	longTerm	q4
Female	Yes	No	Yes	70	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	electronicCheck	66.00	4891.50	No	check	longTerm	q4
Female	No	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	101.50	5373.10	Yes	auto	midTerm	q3
Male	Yes	No	Yes	28	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	2068.55	Yes	auto	midTerm	q2
Male	Yes	No	No	24	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.75	487.05	No	check	midTerm	q2
Female	Yes	Yes	No	69	Yes	No	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	creditCard	61.45	4131.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	42	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.50	2301.15	No	check	midTerm	q3
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	131.65	Yes	check	shortTerm	q1
Female	No	No	No	39	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.75	4036.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	45	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.75	4900.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	80.85	5727.45	No	auto	longTerm	q4
Female	Yes	No	No	38	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.30	743.05	No	check	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	67.80	4804.65	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.05	24.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.80	1414.65	No	auto	longTerm	q4
Male	Yes	Yes	No	55	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.70	1443.65	No	auto	midTerm	q3
Female	Yes	Yes	Yes	51	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	56.15	2898.95	No	check	midTerm	q3
Male	Yes	No	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.70	5309.50	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	20.40	No	check	shortTerm	q1
Female	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.65	451.55	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	50.55	50.55	Yes	check	shortTerm	q1
Female	Yes	No	No	2	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	54.35	117.05	No	check	shortTerm	q1
Female	No	No	No	52	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	108.10	5839.30	No	auto	midTerm	q3
Female	Yes	No	No	36	Yes	Yes	DSL	Yes	No	No	No	No	No	oneYear	No	mailedCheck	54.45	1893.50	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.35	45.35	No	check	shortTerm	q1
Female	Yes	No	No	28	Yes	Yes	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	59.00	1654.45	No	check	midTerm	q2
Female	Yes	Yes	Yes	7	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	oneYear	No	electronicCheck	69.45	477.05	No	check	shortTerm	q1
Male	Yes	No	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.55	1415.55	Yes	check	shortTerm	q2
Male	No	Yes	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.95	4546.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.50	20.50	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.85	163.20	No	check	shortTerm	q2
Male	Yes	No	No	42	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.80	849.90	No	auto	midTerm	q3
Female	Yes	No	No	7	No	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	25.05	189.95	No	auto	shortTerm	q1
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	74.80	321.90	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.30	8058.55	No	auto	longTerm	q4
Female	Yes	Yes	No	20	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.45	482.80	Yes	check	shortTerm	q2
Male	Yes	No	No	63	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.20	7049.75	No	auto	longTerm	q4
Female	Yes	No	No	56	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	45.05	2560.10	No	auto	midTerm	q4
Female	Yes	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	51.00	286.80	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.45	7982.50	No	auto	longTerm	q4
Male	No	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.65	5683.60	No	check	longTerm	q4
Male	Yes	Yes	Yes	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	60.05	3994.05	No	check	longTerm	q4
Male	Yes	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.65	369.15	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	93.25	4631.70	No	auto	midTerm	q3
Female	Yes	Yes	Yes	18	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.25	401.95	No	check	shortTerm	q2
Female	Yes	Yes	Yes	59	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.45	1534.05	No	check	midTerm	q4
Female	Yes	No	No	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.60	1093.00	No	check	midTerm	q4
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.10	701.30	No	check	shortTerm	q1
Male	Yes	Yes	Yes	59	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	34.80	1980.30	No	check	midTerm	q4
Male	Yes	No	No	46	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.75	2893.40	No	auto	midTerm	q3
Male	Yes	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	51.35	262.30	No	check	shortTerm	q1
Male	No	Yes	No	59	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	64.05	3886.85	No	auto	midTerm	q4
Female	Yes	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.80	5917.55	No	auto	longTerm	q4
Female	Yes	No	No	14	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	71.00	914.00	Yes	auto	shortTerm	q2
Female	Yes	No	No	44	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.15	2139.10	No	check	midTerm	q3
Female	Yes	Yes	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	twoYear	Yes	creditCard	94.60	5948.70	No	auto	longTerm	q4
Female	Yes	Yes	Yes	58	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	59.75	3624.35	No	check	midTerm	q4
Female	No	Yes	No	46	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	100.25	4753.85	No	check	midTerm	q3
Male	No	Yes	No	58	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.90	5780.70	No	check	midTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	creditCard	97.70	6869.70	No	auto	longTerm	q4
Female	No	No	No	30	No	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	40.30	1172.95	Yes	check	midTerm	q3
Male	No	No	No	11	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	60.25	662.95	No	auto	shortTerm	q2
Female	No	No	No	34	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	56.25	1765.95	No	check	midTerm	q3
Male	Yes	No	No	54	No	No	DSL	Yes	Yes	No	No	No	Yes	twoYear	No	bankTransfer	46.20	2431.95	No	auto	midTerm	q3
Female	Yes	No	No	3	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.60	155.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.90	1859.20	No	check	longTerm	q4
Female	Yes	Yes	Yes	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	84.85	3303.05	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	2	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	65.70	134.35	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	Yes	DSL	No	No	Yes	No	No	Yes	twoYear	No	creditCard	63.35	3409.10	No	auto	midTerm	q3
Female	Yes	No	No	14	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	50.10	709.50	No	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.50	70.50	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.85	953.45	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	50.15	50.15	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	19.75	Yes	check	shortTerm	q1
Male	Yes	No	No	56	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	64.65	3665.55	No	auto	midTerm	q4
Female	Yes	Yes	No	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	79.60	5515.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	14	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.50	272.00	No	check	shortTerm	q2
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	99.55	6668.00	No	check	longTerm	q4
Male	No	Yes	No	55	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.00	4052.40	No	check	midTerm	q3
Female	Yes	No	No	16	No	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	38.90	664.40	No	check	shortTerm	q2
Male	No	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.55	718.55	No	check	shortTerm	q1
Male	Yes	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	65.45	937.60	Yes	check	shortTerm	q2
Male	No	Yes	No	58	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.70	5812.60	Yes	check	midTerm	q4
Male	Yes	No	No	53	No	No	DSL	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	46.30	2546.85	No	auto	midTerm	q3
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	99.35	6944.50	No	auto	longTerm	q4
Female	No	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.80	1346.30	No	check	shortTerm	q2
Male	Yes	Yes	Yes	22	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	67.50	1544.05	Yes	auto	midTerm	q2
Female	Yes	Yes	No	10	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	78.15	765.15	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	29	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	26.10	692.55	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes	check	shortTerm	q1
Male	Yes	Yes	No	49	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	84.35	4059.35	Yes	check	midTerm	q3
Female	No	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	6851.65	Yes	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.05	78.05	Yes	check	shortTerm	q1
Female	Yes	No	No	30	No	No	DSL	No	No	No	Yes	No	Yes	oneYear	Yes	creditCard	40.35	1187.05	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	79.20	5401.90	No	auto	longTerm	q4
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.90	247.00	No	check	shortTerm	q2
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	73.60	520.00	Yes	check	shortTerm	q1
Female	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.75	706.60	Yes	check	shortTerm	q1
Female	Yes	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	49.90	49.90	No	check	shortTerm	q1
Female	Yes	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	68.90	1370.35	No	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.25	20.25	No	check	shortTerm	q1
Female	Yes	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	76.00	2215.25	No	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	electronicCheck	74.00	74.00	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	82.30	214.40	No	check	shortTerm	q1
Female	Yes	No	No	20	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	89.40	1871.15	No	auto	shortTerm	q2
Male	Yes	No	Yes	64	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	99.15	6171.20	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.20	20.20	Yes	check	shortTerm	q1
Female	Yes	No	No	6	No	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	29.45	161.45	No	auto	shortTerm	q1
Male	Yes	Yes	No	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	19.80	1013.20	No	check	midTerm	q3
Male	Yes	No	No	6	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	bankTransfer	59.15	336.70	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	7	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.75	333.65	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	twoYear	Yes	creditCard	90.80	6511.80	No	auto	longTerm	q4
Male	Yes	Yes	No	8	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	49.55	393.45	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	No	creditCard	106.70	7009.50	No	auto	longTerm	q4
Female	No	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.55	2264.05	Yes	check	midTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	twoYear	Yes	creditCard	94.45	6921.70	No	auto	longTerm	q4
Male	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.45	600.25	No	auto	midTerm	q3
Male	Yes	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.05	56.35	Yes	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	67.95	4664.15	No	check	longTerm	q4
Female	Yes	No	No	22	Yes	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	65.25	1441.80	No	auto	midTerm	q2
Female	Yes	No	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	99.45	5623.70	No	auto	midTerm	q4
Male	Yes	No	No	36	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.35	695.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	51	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.95	1028.75	No	check	midTerm	q3
Male	Yes	Yes	No	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	77.40	4155.95	No	auto	midTerm	q3
Female	Yes	Yes	Yes	20	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.70	395.60	No	auto	shortTerm	q2
Male	Yes	Yes	No	63	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	99.70	6330.40	No	auto	longTerm	q4
Female	Yes	No	No	40	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.80	2971.70	No	auto	midTerm	q3
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.15	638.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	26	Yes	No	fiberOptic	No	No	No	No	No	Yes	oneYear	No	bankTransfer	78.95	2034.25	No	auto	midTerm	q2
Male	No	Yes	No	27	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.55	2510.20	Yes	check	midTerm	q2
Male	Yes	No	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	62.85	3419.50	No	auto	midTerm	q3
Male	No	Yes	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	71.55	2427.35	No	auto	midTerm	q3
Female	No	Yes	No	19	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.95	1760.25	No	check	shortTerm	q2
Male	Yes	Yes	No	43	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	86.10	3551.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	122.90	No	check	shortTerm	q1
Male	Yes	No	Yes	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.80	1424.20	No	check	midTerm	q4
Male	Yes	No	No	57	No	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	39.30	2111.45	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	34	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	84.05	2909.95	No	check	midTerm	q3
Female	Yes	No	No	10	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	36.25	374.00	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.25	20.25	Yes	check	shortTerm	q1
Female	Yes	No	No	13	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	23.90	300.80	Yes	check	shortTerm	q2
Male	Yes	No	No	56	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	98.60	5581.05	No	check	midTerm	q4
Female	Yes	Yes	No	55	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	103.65	5676.65	No	auto	midTerm	q3
Female	Yes	Yes	Yes	36	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	92.90	3379.25	No	auto	midTerm	q3
Male	Yes	Yes	No	47	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.90	942.95	No	auto	midTerm	q3
Female	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.10	232.40	No	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	85.45	85.45	Yes	check	shortTerm	q1
Male	No	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.50	2088.45	No	check	midTerm	q2
Female	Yes	No	No	63	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	99.90	6137.00	Yes	auto	longTerm	q4
Female	No	No	No	35	No	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.85	1434.60	No	check	midTerm	q3
Female	Yes	No	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	60.50	3870.00	No	auto	longTerm	q4
Male	Yes	No	No	25	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.80	2043.45	Yes	check	midTerm	q2
Male	Yes	No	No	21	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	103.85	2215.00	No	check	midTerm	q2
Female	Yes	No	No	13	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	No	bankTransfer	67.80	842.25	No	auto	shortTerm	q2
Male	Yes	Yes	No	35	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.20	2576.20	Yes	check	midTerm	q3
Male	No	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.85	1901.00	No	auto	longTerm	q4
Female	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.35	601.60	No	auto	midTerm	q2
Male	Yes	Yes	No	71	No	No	DSL	No	Yes	No	No	Yes	Yes	twoYear	No	electronicCheck	49.35	3515.25	Yes	check	longTerm	q4
Male	No	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.00	605.45	No	check	shortTerm	q1
Female	No	No	No	57	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	55.00	3094.05	No	check	midTerm	q4
Male	Yes	Yes	No	65	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	76.15	4929.55	No	auto	longTerm	q4
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.30	595.05	No	check	midTerm	q2
Male	Yes	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	469.80	Yes	check	shortTerm	q1
Female	No	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	117.35	8436.25	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.75	19.75	No	check	shortTerm	q1
Male	Yes	No	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	45.20	492.00	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	39	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.20	987.95	No	check	midTerm	q3
Female	No	No	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	89.75	5496.90	No	check	midTerm	q4
Male	Yes	No	No	26	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	bankTransfer	75.00	1908.35	No	auto	midTerm	q2
Male	No	No	No	2	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	mailedCheck	49.95	107.10	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	65.70	4575.35	No	auto	longTerm	q4
Male	Yes	Yes	No	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	creditCard	67.05	4309.55	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	110.90	7922.75	No	auto	longTerm	q4
Male	Yes	No	No	6	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	bankTransfer	87.95	522.35	No	auto	shortTerm	q1
Male	No	No	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.80	587.70	No	auto	midTerm	q3
Female	Yes	Yes	No	50	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	75.70	3876.20	No	auto	midTerm	q3
Male	Yes	Yes	No	61	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	62.15	3778.85	No	check	longTerm	q4
Female	Yes	No	No	15	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	1457.25	Yes	check	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	115.15	8349.45	No	auto	longTerm	q4
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	18.95	185.60	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.50	19.50	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.55	1066.90	No	check	shortTerm	q2
Female	Yes	No	No	37	No	No	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	28.60	973.55	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	61	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.40	1226.45	No	check	longTerm	q4
Male	Yes	Yes	Yes	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.80	342.30	No	auto	shortTerm	q2
Male	Yes	No	Yes	21	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.65	985.05	No	check	midTerm	q2
Male	Yes	Yes	Yes	68	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	56.40	3948.45	No	check	longTerm	q4
Male	No	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.30	828.05	No	auto	shortTerm	q2
Female	No	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.35	41.85	Yes	check	shortTerm	q1
Female	Yes	Yes	No	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	6164.70	No	check	longTerm	q4
Female	No	No	No	29	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	98.65	2862.75	Yes	check	midTerm	q2
Male	Yes	No	Yes	1	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	33.60	33.60	No	check	shortTerm	q1
Male	No	Yes	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.90	343.95	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.70	20.70	No	check	shortTerm	q1
Male	Yes	No	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	104.05	6590.50	No	check	longTerm	q4
Female	Yes	Yes	Yes	36	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.25	717.95	No	auto	midTerm	q3
Female	No	No	No	28	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.30	2890.65	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	69	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	creditCard	73.70	4885.85	No	auto	longTerm	q4
Female	Yes	Yes	No	11	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	96.20	1222.05	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	108.75	6871.70	No	check	longTerm	q4
Male	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.15	405.60	No	auto	midTerm	q2
Male	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.75	208.25	No	auto	shortTerm	q2
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.95	1801.90	No	auto	longTerm	q4
Female	No	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	70.05	3062.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.05	1764.75	No	check	longTerm	q4
Female	Yes	No	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.75	1816.75	No	check	midTerm	q2
Female	Yes	Yes	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	23.05	1255.10	No	check	midTerm	q3
Male	Yes	Yes	No	55	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.15	5743.05	Yes	check	midTerm	q3
Female	Yes	No	No	65	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	59.95	3921.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.55	1463.45	No	auto	longTerm	q4
Male	Yes	Yes	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.60	189.45	No	auto	shortTerm	q2
Female	Yes	No	Yes	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.05	96.80	No	check	shortTerm	q1
Male	No	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.55	408.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	78.60	1846.65	No	auto	midTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.80	8456.75	No	auto	longTerm	q4
Male	Yes	No	No	21	No	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	43.55	1011.50	No	check	midTerm	q2
Male	Yes	Yes	No	69	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	60.80	4263.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	44	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	54.90	2549.10	No	auto	midTerm	q3
Female	No	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	65.20	3965.05	No	check	longTerm	q4
Male	No	No	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.95	2496.70	Yes	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.60	90.60	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	50.80	288.05	Yes	auto	shortTerm	q1
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.05	368.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.20	7840.60	No	check	longTerm	q4
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	92.00	6632.75	No	auto	longTerm	q4
Male	No	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.10	1013.35	No	check	shortTerm	q2
Male	Yes	No	No	7	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.05	152.95	No	auto	shortTerm	q1
Female	Yes	No	No	48	Yes	No	fiberOptic	No	Yes	No	No	No	No	oneYear	No	electronicCheck	75.15	3772.65	No	check	midTerm	q3
Male	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.50	1026.35	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.30	19.30	No	auto	shortTerm	q1
Male	Yes	No	No	45	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	112.20	5031.85	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.30	220.40	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	1416.50	No	check	longTerm	q4
Male	Yes	Yes	No	8	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	158.35	No	check	shortTerm	q1
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.85	256.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	69	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	80.65	5542.55	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.50	68.50	Yes	check	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.75	8443.70	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	73.50	791.75	Yes	check	shortTerm	q2
Male	Yes	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	80.60	5708.20	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.95	69.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	33	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	59.55	2016.30	No	auto	midTerm	q3
Female	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.05	326.65	No	check	shortTerm	q2
Female	No	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	No	electronicCheck	95.65	5471.75	No	check	midTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.95	19.95	No	auto	shortTerm	q1
Male	Yes	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	70.05	346.40	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	57	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.40	1061.60	No	check	midTerm	q4
Male	Yes	Yes	Yes	56	No	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	creditCard	36.10	1971.50	No	auto	midTerm	q4
Male	Yes	No	No	8	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	94.00	773.65	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	22	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	61.15	1422.05	Yes	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	19.75	No	check	shortTerm	q1
Female	Yes	No	Yes	40	Yes	No	DSL	Yes	No	No	Yes	Yes	No	MtM	Yes	creditCard	64.10	2460.35	No	auto	midTerm	q3
Male	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.75	856.50	No	auto	midTerm	q3
Male	Yes	Yes	Yes	63	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	1275.85	No	check	longTerm	q4
Male	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	110.20	7467.50	No	check	longTerm	q4
Male	Yes	Yes	Yes	69	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	106.35	7261.75	No	auto	longTerm	q4
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	90.55	5116.60	No	check	midTerm	q4
Female	Yes	Yes	Yes	10	Yes	No	DSL	No	Yes	Yes	No	No	Yes	oneYear	Yes	mailedCheck	65.90	660.05	No	check	shortTerm	q2
Male	Yes	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	creditCard	104.50	6590.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	24	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	52.50	1208.15	No	check	midTerm	q2
Female	Yes	No	No	19	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	56.10	1033.90	No	check	shortTerm	q2
Male	Yes	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.75	1885.15	No	check	midTerm	q2
Male	Yes	Yes	No	29	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	84.45	2467.10	Yes	check	midTerm	q2
Male	Yes	Yes	No	13	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	75.30	989.45	Yes	check	shortTerm	q2
Female	Yes	Yes	No	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	26.00	2006.95	No	auto	longTerm	q4
Female	Yes	Yes	No	49	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.40	5025.00	No	check	midTerm	q3
Female	No	Yes	No	43	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	109.55	4830.25	Yes	check	midTerm	q3
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.60	59.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	42	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	73.15	3088.25	No	check	midTerm	q3
Male	Yes	No	No	57	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	54.65	3134.70	No	check	midTerm	q4
Male	No	No	No	2	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	66.40	94.55	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.55	8312.40	No	auto	longTerm	q4
Female	No	No	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.45	4863.85	No	check	midTerm	q3
Male	No	Yes	No	66	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	100.05	6871.90	Yes	auto	longTerm	q4
Male	Yes	No	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	No	electronicCheck	102.00	6529.25	Yes	check	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	91.15	6637.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	35	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	89.70	3165.60	No	check	midTerm	q3
Male	Yes	Yes	No	17	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	creditCard	90.20	1454.15	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	92.40	6786.10	No	check	longTerm	q4
Female	Yes	Yes	Yes	28	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.90	543.00	No	check	midTerm	q2
Male	Yes	Yes	No	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.15	1327.15	Yes	auto	midTerm	q4
Female	Yes	No	No	31	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	79.85	2404.15	Yes	auto	midTerm	q3
Male	Yes	No	No	45	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	18.85	867.30	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.75	25.75	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.60	114.70	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.95	109.50	No	check	shortTerm	q1
Female	Yes	Yes	No	48	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.05	4692.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	25	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.40	546.85	No	auto	midTerm	q2
Male	Yes	Yes	Yes	64	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.70	1274.05	No	auto	longTerm	q4
Male	Yes	No	No	50	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	35.00	1782.40	No	check	midTerm	q3
Female	Yes	Yes	Yes	52	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	101.25	5301.10	No	auto	midTerm	q3
Male	No	Yes	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	280.35	No	check	shortTerm	q1
Female	No	No	No	32	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	90.95	2897.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	45	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	73.85	3371.00	No	auto	midTerm	q3
Male	Yes	Yes	No	9	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	88.05	801.30	No	check	shortTerm	q1
Female	No	Yes	No	66	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	105.95	6975.25	Yes	auto	longTerm	q4
Male	Yes	No	Yes	3	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	electronicCheck	91.85	257.05	Yes	check	shortTerm	q1
Female	Yes	No	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	1079.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	1	No	No	DSL	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	40.10	40.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	110.30	6997.30	No	auto	longTerm	q4
Female	No	No	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.90	2217.15	Yes	check	midTerm	q3
Female	Yes	No	No	14	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.80	1129.10	Yes	check	shortTerm	q2
Female	Yes	No	No	12	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	85.15	979.05	No	auto	shortTerm	q2
Male	No	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	60.95	4119.40	No	auto	longTerm	q4
Female	Yes	Yes	Yes	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	72.25	2568.55	Yes	check	midTerm	q3
Female	Yes	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	twoYear	No	mailedCheck	73.55	3349.10	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.00	492.10	No	check	shortTerm	q2
Female	No	No	No	29	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	58.55	1718.95	No	auto	midTerm	q2
Female	Yes	No	No	24	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.60	605.25	No	auto	midTerm	q2
Male	Yes	Yes	Yes	66	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.75	1344.50	No	check	longTerm	q4
Male	Yes	No	No	51	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	oneYear	No	mailedCheck	86.35	4267.15	No	check	midTerm	q3
Female	Yes	Yes	No	45	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.50	1121.05	No	check	midTerm	q3
Female	Yes	Yes	No	49	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.00	918.70	No	auto	midTerm	q3
Female	Yes	Yes	No	29	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.55	521.80	No	check	midTerm	q2
Male	Yes	Yes	Yes	40	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	110.10	4469.10	No	auto	midTerm	q3
Female	No	No	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.55	3580.30	Yes	check	midTerm	q3
Male	Yes	No	No	25	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.75	1729.35	No	check	midTerm	q2
Female	Yes	No	No	22	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.60	1073.30	No	check	midTerm	q2
Male	Yes	No	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.60	4566.50	No	auto	longTerm	q4
Female	Yes	No	No	7	No	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	40.10	293.30	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	33	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	82.10	2603.10	No	auto	midTerm	q3
Female	Yes	No	No	23	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	79.10	1783.75	No	check	midTerm	q2
Male	No	No	No	24	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	2440.15	Yes	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.55	79.55	Yes	check	shortTerm	q1
Male	Yes	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	90.65	6322.10	No	check	longTerm	q4
Female	Yes	No	Yes	3	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.55	57.40	No	auto	shortTerm	q1
Male	Yes	No	No	56	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	75.75	4284.65	No	auto	midTerm	q4
Male	Yes	No	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	110.00	7138.65	No	auto	longTerm	q4
Male	Yes	Yes	No	71	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	20.85	1539.75	No	check	longTerm	q4
Female	No	No	No	14	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	80.35	1058.10	No	auto	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	123.80	No	check	shortTerm	q1
Female	Yes	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	No	electronicCheck	84.05	2781.85	Yes	check	midTerm	q3
Male	Yes	No	No	40	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	67.45	2731.00	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.75	20.75	No	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.10	89.10	Yes	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.90	497.30	No	check	shortTerm	q1
Female	Yes	Yes	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	51.10	711.15	No	check	shortTerm	q2
Female	Yes	Yes	Yes	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	No	electronicCheck	94.40	1607.20	Yes	check	shortTerm	q2
Male	Yes	No	No	19	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	78.25	1490.95	Yes	check	shortTerm	q2
Male	Yes	No	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.55	1898.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	54	Yes	Yes	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	60.00	3273.95	No	auto	midTerm	q3
Male	Yes	Yes	No	31	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	90.55	2929.75	No	auto	midTerm	q3
Female	Yes	No	No	11	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	76.40	838.70	No	check	shortTerm	q2
Female	No	No	No	18	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	84.95	1443.65	No	check	shortTerm	q2
Female	No	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	110.10	7746.70	No	auto	longTerm	q4
Female	No	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.65	6951.15	No	auto	longTerm	q4
Male	No	No	No	5	No	No	DSL	No	No	Yes	Yes	Yes	No	MtM	No	creditCard	45.40	214.75	No	auto	shortTerm	q1
Male	Yes	Yes	No	38	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	creditCard	69.00	2669.45	No	auto	midTerm	q3
Male	Yes	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	48.65	235.20	No	auto	shortTerm	q1
Male	No	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.15	92.65	Yes	check	shortTerm	q1
Female	No	No	No	52	Yes	Yes	DSL	Yes	No	Yes	No	No	No	twoYear	No	bankTransfer	59.85	3103.25	No	auto	midTerm	q3
Female	No	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.75	606.25	Yes	check	shortTerm	q1
Female	Yes	No	No	68	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	80.65	5330.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.55	1403.10	No	auto	longTerm	q4
Female	Yes	Yes	No	42	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	66.40	2727.80	No	auto	midTerm	q3
Female	Yes	No	No	50	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	100.20	5038.45	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.10	19.10	Yes	check	shortTerm	q1
Male	No	Yes	No	1	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	80.30	80.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	33	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.55	1462.60	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	150.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	91.80	5960.50	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	74.90	74.90	Yes	check	shortTerm	q1
Male	Yes	No	No	59	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.20	1192.30	No	auto	midTerm	q4
Female	Yes	Yes	No	6	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	50.35	314.55	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.80	56.00	No	check	shortTerm	q1
Female	Yes	Yes	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.45	330.80	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	13	Yes	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	64.75	877.35	No	check	shortTerm	q2
Female	Yes	No	No	23	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	98.70	2249.10	No	auto	midTerm	q2
Male	No	Yes	No	31	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	89.45	2807.65	No	check	midTerm	q3
Male	Yes	No	No	29	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	58.75	1696.20	No	check	midTerm	q2
Female	Yes	Yes	No	49	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.70	1032.05	No	auto	midTerm	q3
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.60	4902.80	No	auto	midTerm	q4
Female	Yes	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	80.30	4995.35	No	auto	longTerm	q4
Male	Yes	Yes	No	63	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	79.80	5034.05	No	auto	longTerm	q4
Male	No	Yes	Yes	24	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	79.85	1857.75	No	check	midTerm	q2
Male	No	Yes	No	36	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	54.10	1992.85	No	auto	midTerm	q3
Female	No	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.85	751.65	Yes	check	shortTerm	q1
Male	Yes	No	No	3	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.75	66.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	21	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	80.90	1714.95	No	check	midTerm	q2
Male	Yes	Yes	Yes	13	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	24.50	343.60	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.15	20.15	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.05	520.10	No	check	midTerm	q2
Male	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.60	1387.45	No	auto	longTerm	q4
Male	Yes	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	114.30	7383.70	No	auto	longTerm	q4
Female	Yes	No	No	45	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	100.30	4483.95	No	check	midTerm	q3
Female	Yes	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.00	1706.45	No	auto	midTerm	q2
Female	Yes	Yes	No	67	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	20.85	1327.40	No	auto	longTerm	q4
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	89.95	5974.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	0	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	0.00	No	check	shortTerm	q1
Female	No	No	No	49	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.85	4515.85	Yes	auto	midTerm	q3
Female	No	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	48.75	179.85	No	check	shortTerm	q1
Male	Yes	Yes	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	80.00	5040.20	No	auto	longTerm	q4
Female	Yes	Yes	No	2	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	79.70	165.00	Yes	auto	shortTerm	q1
Male	Yes	No	No	21	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.35	422.70	No	check	midTerm	q2
Male	Yes	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	57.55	3046.40	Yes	auto	midTerm	q3
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.25	20.25	No	check	shortTerm	q1
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.40	358.05	No	check	shortTerm	q2
Male	Yes	No	No	30	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	100.40	2936.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	22	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	57.95	1271.80	No	check	midTerm	q2
Female	Yes	No	No	9	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	bankTransfer	59.50	530.05	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.20	19.20	No	check	shortTerm	q1
Female	Yes	Yes	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.50	1808.70	Yes	check	midTerm	q2
Male	Yes	No	No	19	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	59.55	1144.60	No	check	shortTerm	q2
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.95	7446.90	Yes	check	longTerm	q4
Male	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.10	25.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	103.95	7556.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	twoYear	No	creditCard	68.95	4858.70	No	auto	longTerm	q4
Female	Yes	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	103.10	6595.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	7	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.70	149.05	No	check	shortTerm	q1
Female	No	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	110.20	4972.10	No	check	midTerm	q3
Male	Yes	No	No	39	No	No	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	48.95	1880.85	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	32	Yes	Yes	DSL	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	62.45	2045.55	No	auto	midTerm	q3
Male	Yes	No	No	24	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.55	2187.15	No	check	midTerm	q2
Male	Yes	Yes	Yes	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	83.55	477.55	Yes	auto	shortTerm	q1
Female	Yes	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	78.90	2976.95	No	auto	midTerm	q3
Male	Yes	No	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	178.70	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	twoYear	Yes	bankTransfer	71.45	5025.85	No	auto	longTerm	q4
Male	No	Yes	No	71	No	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	46.35	3353.40	No	auto	longTerm	q4
Female	Yes	Yes	No	16	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.65	1461.15	No	auto	shortTerm	q2
Female	Yes	Yes	No	57	No	No	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	49.90	2782.40	No	auto	midTerm	q4
Male	Yes	No	No	66	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.45	1699.15	No	auto	longTerm	q4
Female	No	No	No	17	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.15	1496.90	Yes	check	shortTerm	q2
Female	Yes	No	Yes	21	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.75	452.20	No	check	midTerm	q2
Male	Yes	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	creditCard	66.10	4428.45	No	auto	longTerm	q4
Female	Yes	Yes	No	17	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	75.40	1322.55	No	auto	shortTerm	q2
Male	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.45	70.45	Yes	check	shortTerm	q1
Male	Yes	Yes	No	58	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	creditCard	60.30	3563.80	Yes	auto	midTerm	q4
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	21.05	139.75	No	auto	shortTerm	q1
Male	Yes	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	creditCard	69.35	1927.30	No	auto	midTerm	q2
Male	Yes	Yes	No	34	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	mailedCheck	88.85	3000.25	No	check	midTerm	q3
Male	Yes	No	No	30	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	97.00	3021.30	No	auto	midTerm	q3
Male	Yes	No	No	33	Yes	No	DSL	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	66.40	2245.40	No	auto	midTerm	q3
Male	Yes	No	Yes	1	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	24.75	24.75	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	14	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	MtM	No	mailedCheck	69.20	944.65	No	check	shortTerm	q2
Female	Yes	No	Yes	16	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	creditCard	79.50	1264.20	No	auto	shortTerm	q2
Female	Yes	No	No	49	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	100.65	4917.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	103.30	2012.70	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	79.70	5743.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	32	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	61.40	1864.65	No	auto	midTerm	q3
Female	Yes	No	No	18	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	1221.65	No	check	shortTerm	q2
Male	Yes	No	No	37	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	40.55	1390.85	No	check	midTerm	q3
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.65	302.35	No	check	shortTerm	q1
Female	Yes	Yes	No	16	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	90.70	1374.90	No	check	shortTerm	q2
Male	Yes	Yes	No	17	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.50	1336.90	No	auto	shortTerm	q2
Female	Yes	No	Yes	19	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	60.60	1297.80	No	check	shortTerm	q2
Male	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	creditCard	101.15	6067.40	No	auto	midTerm	q4
Male	Yes	Yes	Yes	51	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.95	1222.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	28	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.30	487.95	No	auto	midTerm	q2
Male	Yes	No	No	43	Yes	No	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	electronicCheck	60.00	2548.55	No	check	midTerm	q3
Male	Yes	Yes	No	42	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	20.25	835.50	No	check	midTerm	q3
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.50	242.05	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.75	44.75	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	63.75	Yes	check	shortTerm	q1
Female	Yes	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	No	creditCard	98.00	6218.45	No	auto	longTerm	q4
Male	No	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.90	260.90	Yes	check	shortTerm	q1
Male	Yes	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	107.70	7320.90	No	check	longTerm	q4
Female	No	No	No	30	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.70	2967.35	Yes	check	midTerm	q3
Female	Yes	No	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	104.70	6333.80	No	check	midTerm	q4
Male	Yes	No	No	15	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	Yes	creditCard	58.60	939.70	Yes	auto	shortTerm	q2
Male	No	No	No	45	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	93.90	4200.25	No	auto	midTerm	q3
Female	Yes	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	86.45	5950.20	No	auto	longTerm	q4
Male	Yes	Yes	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.50	1037.75	Yes	check	shortTerm	q2
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.40	93.40	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	50.45	50.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.95	1614.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	22	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	bankTransfer	75.00	1573.95	No	auto	midTerm	q2
Male	Yes	Yes	Yes	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	94.65	3624.30	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	100.25	100.25	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	18	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	78.20	1468.75	No	check	shortTerm	q2
Male	Yes	No	No	29	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	94.20	2607.60	No	check	midTerm	q2
Female	Yes	No	No	16	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.45	1422.10	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	69.85	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	MtM	No	bankTransfer	81.70	858.60	Yes	auto	shortTerm	q2
Male	Yes	No	No	31	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	50.05	1523.40	No	check	midTerm	q3
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.90	324.30	Yes	check	shortTerm	q1
Female	Yes	Yes	No	48	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	69.55	3435.60	No	check	midTerm	q3
Female	Yes	No	No	15	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	creditCard	25.40	399.60	Yes	auto	shortTerm	q2
Male	Yes	No	No	50	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	90.10	4549.45	No	auto	midTerm	q3
Male	Yes	No	No	7	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.65	322.50	No	auto	shortTerm	q1
Male	No	Yes	No	41	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	bankTransfer	83.75	3273.55	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	twoYear	No	creditCard	80.35	5375.15	No	auto	longTerm	q4
Female	No	Yes	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	98.10	2510.70	No	auto	midTerm	q2
Male	Yes	No	No	57	No	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	53.35	3090.05	No	auto	midTerm	q4
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.55	61.05	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.90	20.90	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	19	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	48.95	955.60	No	auto	shortTerm	q2
Female	Yes	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.20	140.40	No	check	shortTerm	q1
Female	Yes	No	No	59	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	electronicCheck	24.45	1493.10	No	check	midTerm	q4
Female	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.40	69.40	Yes	check	shortTerm	q1
Male	Yes	Yes	No	42	No	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	40.15	1626.05	No	auto	midTerm	q3
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	541.15	Yes	check	shortTerm	q1
Male	Yes	Yes	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.60	1784.90	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.35	70.35	No	check	shortTerm	q1
Male	Yes	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	91.70	6075.90	No	auto	longTerm	q4
Female	Yes	No	No	61	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	89.20	5500.60	No	check	longTerm	q4
Male	Yes	Yes	Yes	4	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.10	73.10	No	auto	shortTerm	q1
Female	No	Yes	No	42	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	74.15	3229.40	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	64	Yes	Yes	DSL	No	Yes	No	No	No	No	oneYear	Yes	bankTransfer	53.85	3399.85	No	auto	longTerm	q4
Female	No	Yes	No	54	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	115.60	6431.05	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.75	19.75	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	54	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.05	1230.90	No	auto	midTerm	q3
Female	Yes	No	Yes	18	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.30	454.65	No	auto	shortTerm	q2
Male	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	84.30	235.05	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	70.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.75	6595.90	No	auto	longTerm	q4
Male	No	Yes	No	60	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	97.95	5867.00	No	check	midTerm	q4
Female	Yes	Yes	Yes	11	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.00	196.35	No	check	shortTerm	q2
Female	Yes	No	Yes	12	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.30	909.25	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	61	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	103.90	6449.15	No	auto	longTerm	q4
Female	Yes	No	No	39	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.70	762.45	No	auto	midTerm	q3
Male	Yes	No	No	55	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.80	5283.95	Yes	check	midTerm	q3
Female	Yes	No	No	17	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.40	1617.50	Yes	check	shortTerm	q2
Male	Yes	No	No	37	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.15	785.75	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	26.00	1776.00	No	check	longTerm	q4
Male	No	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	77.35	5396.25	No	auto	longTerm	q4
Female	Yes	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	bankTransfer	66.05	574.50	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	400.30	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	84.30	84.30	Yes	check	shortTerm	q1
Female	Yes	No	No	38	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	MtM	No	creditCard	68.15	2656.30	No	auto	midTerm	q3
Male	Yes	No	Yes	17	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	80.85	1445.95	No	check	shortTerm	q2
Female	No	No	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.50	5212.65	No	auto	longTerm	q4
Female	No	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	92.45	6440.25	Yes	auto	longTerm	q4
Female	Yes	No	No	28	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.60	2244.95	No	check	midTerm	q2
Female	Yes	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	83.20	1130.00	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	87.55	6463.15	No	auto	longTerm	q4
Female	No	Yes	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.55	1131.20	Yes	check	shortTerm	q2
Male	No	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.25	585.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	109.40	6252.70	No	auto	midTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.95	19.95	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	46	No	No	DSL	Yes	Yes	No	No	Yes	No	MtM	No	electronicCheck	45.55	2062.15	No	check	midTerm	q3
Male	Yes	Yes	No	30	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.70	587.10	No	auto	midTerm	q3
Male	No	Yes	No	10	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	75.30	720.45	No	check	shortTerm	q2
Male	Yes	Yes	No	23	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	99.25	2186.40	Yes	check	midTerm	q2
Male	Yes	No	No	32	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	93.40	2979.30	No	auto	midTerm	q3
Male	Yes	No	No	13	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	73.75	956.65	No	auto	shortTerm	q2
Female	Yes	No	No	39	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	twoYear	Yes	electronicCheck	80.45	3201.55	Yes	check	midTerm	q3
Female	Yes	No	No	44	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	88.15	3973.20	No	auto	midTerm	q3
Male	No	No	No	9	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	49.20	447.90	No	check	shortTerm	q1
Female	Yes	Yes	No	67	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.65	1335.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	79.35	661.25	Yes	auto	shortTerm	q1
Female	Yes	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.75	1111.85	Yes	check	shortTerm	q2
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.15	7555.00	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	49.00	49.00	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	30	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	3046.15	Yes	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	69.35	Yes	check	shortTerm	q1
Male	Yes	Yes	No	17	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	49.80	836.35	No	check	shortTerm	q2
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	No	electronicCheck	85.80	272.20	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	79.70	5293.40	Yes	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.95	20.95	No	auto	shortTerm	q1
Female	No	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	50.55	50.55	Yes	check	shortTerm	q1
Female	No	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	mailedCheck	79.30	2570.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	41	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.50	798.20	No	auto	midTerm	q3
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.55	80.55	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.15	44.15	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	12	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.50	916.90	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	6487.20	No	check	longTerm	q4
Female	Yes	No	No	22	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	84.30	1855.65	Yes	check	midTerm	q2
Female	Yes	No	Yes	17	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	92.70	1556.85	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	26.25	1988.05	No	auto	longTerm	q4
Male	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	96.95	5432.20	No	auto	midTerm	q4
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.45	147.55	No	auto	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.80	8424.90	No	auto	longTerm	q4
Male	Yes	No	No	20	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	108.20	2203.70	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.20	387.40	No	check	shortTerm	q2
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	67.75	116.65	Yes	check	shortTerm	q1
Male	Yes	No	No	53	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	54.90	3045.75	No	auto	midTerm	q3
Female	No	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.25	2287.25	Yes	check	midTerm	q2
Male	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.15	130.50	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	90.35	767.90	No	check	shortTerm	q1
Female	Yes	Yes	Yes	8	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	55.75	446.80	No	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	114.60	8100.25	No	auto	longTerm	q4
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.05	830.70	Yes	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	20.00	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	66.80	4689.15	No	auto	longTerm	q4
Male	Yes	Yes	No	68	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.30	6754.35	No	check	longTerm	q4
Male	Yes	No	No	34	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.35	3540.65	No	check	midTerm	q3
Male	Yes	No	No	26	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	85.20	2184.60	No	check	midTerm	q2
Female	Yes	No	No	22	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	48.80	1054.60	Yes	auto	midTerm	q2
Male	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	18.95	130.55	No	check	shortTerm	q1
Female	Yes	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.80	1540.35	No	auto	shortTerm	q2
Female	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.15	6411.25	No	check	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	20.55	1432.55	No	check	longTerm	q4
Female	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.75	7629.85	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	25.25	101.90	No	check	shortTerm	q1
Male	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.75	313.40	No	check	shortTerm	q2
Female	No	Yes	No	62	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.85	6312.90	No	check	longTerm	q4
Female	Yes	No	No	10	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	mailedCheck	60.95	629.55	No	check	shortTerm	q2
Male	Yes	No	No	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.15	2640.55	No	check	midTerm	q3
Female	Yes	Yes	No	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.10	1372.45	No	auto	longTerm	q4
Male	Yes	No	No	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.80	1212.25	No	check	midTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.15	6237.05	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	90.10	6310.90	No	check	longTerm	q4
Male	No	No	No	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	74.10	5031.00	No	auto	longTerm	q4
Female	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.05	85.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	118.75	8672.45	No	auto	longTerm	q4
Female	Yes	Yes	No	26	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	No	creditCard	85.90	2196.45	No	auto	midTerm	q2
Female	Yes	Yes	No	33	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	95.00	3008.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	10	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	220.80	No	check	shortTerm	q2
Female	No	No	No	57	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	101.30	5779.60	No	auto	midTerm	q4
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	21.20	222.65	No	check	shortTerm	q2
Female	Yes	Yes	Yes	39	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	24.20	914.60	No	check	midTerm	q3
Female	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.30	246.30	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	21	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	102.80	2110.15	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	85.30	5560.00	No	auto	longTerm	q4
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	creditCard	89.60	1633.00	No	auto	shortTerm	q2
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.95	547.65	Yes	check	shortTerm	q1
Male	Yes	No	No	18	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	56.25	969.85	No	check	shortTerm	q2
Female	Yes	Yes	Yes	52	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	50.95	2610.65	No	auto	midTerm	q3
Male	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	115.85	6567.90	No	check	midTerm	q4
Male	Yes	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	103.65	4747.85	No	auto	midTerm	q3
Female	Yes	No	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	26.10	1759.55	No	check	longTerm	q4
Male	Yes	Yes	No	3	No	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	35.10	101.10	No	check	shortTerm	q1
Male	No	No	No	65	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.10	6496.15	No	auto	longTerm	q4
Male	Yes	Yes	No	63	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	67.25	4234.15	No	check	longTerm	q4
Female	Yes	Yes	Yes	11	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.00	300.70	No	check	shortTerm	q2
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	mailedCheck	59.55	59.55	No	check	shortTerm	q1
Male	Yes	No	No	55	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	77.80	4323.35	No	auto	midTerm	q3
Male	Yes	Yes	Yes	25	Yes	Yes	DSL	No	No	No	Yes	No	No	oneYear	Yes	mailedCheck	55.10	1466.10	No	check	midTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	117.80	8684.80	Yes	auto	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.15	1776.45	No	auto	longTerm	q4
Female	Yes	No	Yes	65	No	No	DSL	No	Yes	No	Yes	Yes	No	twoYear	No	mailedCheck	45.25	2933.95	No	check	longTerm	q4
Female	No	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.50	4370.25	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	144.35	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	64.75	4804.75	No	auto	longTerm	q4
Male	Yes	Yes	No	21	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	bankTransfer	54.60	1125.20	No	auto	midTerm	q2
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.70	39.85	No	auto	shortTerm	q1
Male	No	No	No	4	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	422.40	No	check	shortTerm	q1
Male	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	79.65	251.75	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	115.80	8332.15	No	auto	longTerm	q4
Female	Yes	No	No	6	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.45	314.60	No	check	shortTerm	q1
Male	Yes	No	No	52	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	83.80	4331.40	No	auto	midTerm	q3
Male	No	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.35	6382.00	No	auto	longTerm	q4
Male	Yes	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	740.30	Yes	check	shortTerm	q1
Female	No	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	74.05	600.15	No	auto	shortTerm	q1
Female	No	No	No	63	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	89.60	5538.80	No	auto	longTerm	q4
Male	Yes	No	No	60	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	116.60	7049.50	No	auto	midTerm	q4
Female	Yes	Yes	No	12	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	54.20	690.50	No	auto	shortTerm	q2
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.30	279.30	No	check	shortTerm	q2
Male	Yes	No	No	22	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	65.05	1427.55	No	check	midTerm	q2
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	92.50	452.70	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.45	19.45	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.05	1709.15	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	18.75	53.15	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	40	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.15	777.35	No	auto	midTerm	q3
Male	Yes	Yes	Yes	44	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.00	860.85	No	auto	midTerm	q3
Male	No	Yes	No	71	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	71.00	5012.10	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.55	166.30	Yes	check	shortTerm	q1
Male	No	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.60	2404.10	No	check	midTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.00	70.00	Yes	check	shortTerm	q1
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.40	24.40	No	check	shortTerm	q1
Male	Yes	Yes	Yes	65	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	74.80	4820.15	Yes	auto	longTerm	q4
Male	Yes	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	65.25	209.90	No	check	shortTerm	q1
Male	Yes	No	No	13	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	50.55	610.75	No	check	shortTerm	q2
Female	Yes	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	3409.60	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.70	70.70	No	check	shortTerm	q1
Male	Yes	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.25	155.35	No	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	144.00	No	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	108.95	7875.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	37	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	26.45	911.60	No	check	midTerm	q3
Female	Yes	No	No	15	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	86.20	1270.20	Yes	check	shortTerm	q2
Female	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	19.65	478.10	No	auto	midTerm	q2
Female	Yes	Yes	Yes	30	No	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	creditCard	51.20	1561.50	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	42	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	19.05	761.85	No	check	midTerm	q3
Female	Yes	No	No	32	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	74.75	2282.95	No	check	midTerm	q3
Female	Yes	Yes	Yes	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.80	1615.10	No	auto	midTerm	q2
Male	Yes	Yes	No	42	No	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.10	1097.15	No	auto	midTerm	q3
Female	Yes	No	No	8	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.45	369.30	No	check	shortTerm	q1
Female	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	104.30	6725.30	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.50	31.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.00	6293.20	No	auto	longTerm	q4
Male	Yes	No	Yes	22	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.15	432.50	No	auto	midTerm	q2
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.90	321.75	Yes	check	shortTerm	q1
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	74.90	147.15	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	67	No	No	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	36.15	2434.45	No	auto	longTerm	q4
Female	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.20	532.10	No	auto	midTerm	q2
Female	Yes	Yes	No	20	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.25	375.25	No	auto	shortTerm	q2
Female	Yes	No	Yes	2	Yes	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	creditCard	61.20	125.95	No	auto	shortTerm	q1
Male	Yes	No	No	51	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.45	1042.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	46	No	No	DSL	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	35.05	1620.25	No	auto	midTerm	q3
Female	Yes	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.25	2387.75	Yes	check	midTerm	q2
Male	Yes	No	Yes	13	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.00	659.35	No	check	shortTerm	q2
Female	No	No	No	25	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	102.80	2660.20	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	26	Yes	No	DSL	No	No	Yes	No	No	No	oneYear	No	mailedCheck	50.35	1285.80	No	check	midTerm	q2
Male	Yes	No	No	43	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.00	4211.55	Yes	check	midTerm	q3
Male	Yes	No	Yes	19	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.00	377.55	No	check	shortTerm	q2
Male	Yes	Yes	No	10	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	99.85	990.90	Yes	check	shortTerm	q2
Female	Yes	No	Yes	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	94.20	193.80	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	86.40	6058.95	No	auto	longTerm	q4
Male	No	No	No	18	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	58.40	964.90	No	auto	shortTerm	q2
Male	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.85	790.15	Yes	check	shortTerm	q1
Female	No	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	88.30	2467.75	Yes	auto	midTerm	q2
Male	Yes	No	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.10	2322.85	No	check	midTerm	q2
Male	Yes	No	No	69	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.05	7262.00	Yes	auto	longTerm	q4
Female	Yes	Yes	No	46	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	108.90	4854.30	No	auto	midTerm	q3
Female	No	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	107.40	7748.75	No	auto	longTerm	q4
Male	Yes	Yes	No	22	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.70	1914.90	Yes	auto	midTerm	q2
Female	No	Yes	No	70	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	90.85	6470.10	No	check	longTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.90	57.40	No	check	shortTerm	q1
Male	Yes	Yes	No	31	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	Yes	creditCard	66.40	2019.80	No	auto	midTerm	q3
Female	No	Yes	No	56	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	100.65	5688.05	Yes	auto	midTerm	q4
Female	Yes	Yes	Yes	16	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	No	bankTransfer	100.70	1522.70	No	auto	shortTerm	q2
Male	Yes	No	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.60	1334.50	No	auto	midTerm	q3
Male	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.85	252.00	No	check	shortTerm	q2
Female	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.75	700.45	No	check	midTerm	q3
Female	Yes	No	No	59	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	No	electronicCheck	95.80	5655.45	No	check	midTerm	q4
Male	Yes	Yes	No	72	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	6747.35	No	check	longTerm	q4
Female	No	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	80.55	5265.10	Yes	auto	longTerm	q4
Female	Yes	Yes	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	106.65	5174.35	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	105.60	No	check	shortTerm	q1
Male	No	No	No	21	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.35	2271.85	No	check	midTerm	q2
Male	No	No	No	54	No	No	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	55.45	2966.95	No	check	midTerm	q3
Male	No	Yes	No	24	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	78.85	1772.25	Yes	check	midTerm	q2
Male	Yes	No	No	1	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	61.15	61.15	No	check	shortTerm	q1
Male	Yes	No	No	6	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.95	494.95	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.45	44.45	Yes	check	shortTerm	q1
Male	Yes	No	Yes	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	109.20	5290.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	56	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	creditCard	61.30	3346.80	No	auto	midTerm	q4
Female	No	No	No	56	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	96.85	5219.65	No	check	midTerm	q4
Female	Yes	Yes	Yes	6	No	No	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	40.55	217.50	No	check	shortTerm	q1
Male	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.80	607.70	No	check	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.25	5431.40	No	check	midTerm	q3
Male	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.05	6004.85	No	auto	midTerm	q4
Female	Yes	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	90.45	5957.90	No	check	longTerm	q4
Female	Yes	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	86.40	5442.05	No	auto	longTerm	q4
Female	Yes	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	66.90	4370.25	No	auto	longTerm	q4
Male	Yes	Yes	No	38	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.70	4428.60	No	check	midTerm	q3
Female	Yes	Yes	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.00	416.45	No	check	shortTerm	q2
Male	Yes	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	3067.20	Yes	check	midTerm	q3
Male	No	No	No	64	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	102.10	6688.10	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.25	20.25	Yes	check	shortTerm	q1
Female	Yes	No	No	60	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.15	4224.70	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.35	74.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	50	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	80.05	4042.20	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	62.05	62.05	Yes	check	shortTerm	q1
Female	Yes	Yes	No	72	No	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	49.20	3580.95	No	check	longTerm	q4
Male	Yes	Yes	No	60	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.50	1198.80	No	auto	midTerm	q4
Male	Yes	No	No	46	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	38.25	1755.35	No	check	midTerm	q3
Female	Yes	Yes	Yes	69	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	54.95	3772.50	No	auto	longTerm	q4
Male	No	No	No	31	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	96.60	2877.95	No	auto	midTerm	q3
Male	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.90	357.70	No	check	shortTerm	q2
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.90	1397.30	No	auto	longTerm	q4
Male	Yes	Yes	No	12	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	84.60	959.90	No	check	shortTerm	q2
Male	Yes	Yes	Yes	39	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	creditCard	80.00	3182.95	Yes	auto	midTerm	q3
Male	Yes	No	No	44	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	85.25	3704.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	81.25	4620.40	No	auto	midTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.50	8312.75	No	auto	longTerm	q4
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	mailedCheck	104.10	541.90	Yes	check	shortTerm	q1
Female	Yes	No	No	11	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	79.00	929.30	No	auto	shortTerm	q2
Male	No	Yes	No	24	No	No	DSL	Yes	No	No	No	No	Yes	MtM	No	bankTransfer	39.10	971.30	Yes	auto	midTerm	q2
Female	No	Yes	No	15	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.65	1285.05	No	check	shortTerm	q2
Male	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.80	1521.20	No	check	longTerm	q4
Male	Yes	Yes	No	56	Yes	Yes	DSL	No	Yes	Yes	No	No	No	twoYear	No	creditCard	59.50	3389.25	No	auto	midTerm	q4
Male	No	No	No	64	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.05	1198.05	No	auto	longTerm	q4
Female	Yes	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.45	3414.65	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.50	162.45	Yes	check	shortTerm	q1
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.60	754.00	No	auto	midTerm	q3
Male	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.30	467.15	No	auto	midTerm	q2
Male	Yes	No	No	5	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	49.20	216.90	Yes	check	shortTerm	q1
Male	Yes	No	No	9	No	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	mailedCheck	39.55	373.00	No	check	shortTerm	q1
Male	Yes	No	No	11	Yes	Yes	No	No	No	No	No	No	No	MtM	No	creditCard	23.15	245.20	Yes	auto	shortTerm	q2
Male	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.45	481.10	No	check	midTerm	q2
Female	Yes	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.85	302.75	Yes	check	shortTerm	q1
Male	Yes	Yes	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.25	1728.20	No	auto	longTerm	q4
Male	Yes	Yes	No	33	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	91.25	2964.05	No	check	midTerm	q3
Male	Yes	No	No	31	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	72.45	2156.25	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	60.10	60.10	Yes	check	shortTerm	q1
Female	Yes	No	No	56	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.70	1051.90	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	78.95	78.95	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	75.10	5013.00	No	check	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.00	1738.90	No	auto	longTerm	q4
Male	No	No	No	34	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	69.15	2275.10	No	auto	midTerm	q3
Female	Yes	Yes	Yes	58	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	91.55	5511.65	No	check	midTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.15	98.50	Yes	check	shortTerm	q1
Male	Yes	No	No	37	No	No	DSL	No	No	No	No	Yes	No	twoYear	No	creditCard	35.80	1316.90	No	auto	midTerm	q3
Female	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	113.15	7993.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.85	19.85	No	auto	shortTerm	q1
Male	No	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.80	1388.45	No	auto	longTerm	q4
Male	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.90	666.00	No	check	midTerm	q3
Female	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.70	94.45	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.40	244.65	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	No	bankTransfer	59.10	4134.70	No	auto	longTerm	q4
Male	Yes	No	No	44	No	No	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	53.95	2375.40	Yes	check	midTerm	q3
Female	Yes	Yes	No	53	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	91.15	4862.50	No	check	midTerm	q3
Female	Yes	Yes	No	24	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.30	2431.35	Yes	auto	midTerm	q2
Female	Yes	Yes	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	68.95	351.50	No	check	shortTerm	q1
Female	Yes	No	Yes	2	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	51.55	106.20	No	check	shortTerm	q1
Male	Yes	No	Yes	62	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.40	1413.00	No	check	longTerm	q4
Female	Yes	Yes	No	19	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.80	1743.05	No	check	shortTerm	q2
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.05	657.50	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.50	1050.50	No	auto	midTerm	q3
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	mailedCheck	78.75	426.35	No	check	shortTerm	q1
Female	No	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	electronicCheck	69.20	4982.50	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.55	19.55	No	check	shortTerm	q1
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.65	1451.90	Yes	check	shortTerm	q2
Male	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	103.65	7634.80	No	check	longTerm	q4
Female	Yes	Yes	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	54.70	235.05	No	check	shortTerm	q1
Male	Yes	No	No	59	Yes	Yes	DSL	No	No	Yes	No	No	No	twoYear	No	creditCard	54.15	3116.15	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	71.10	71.10	Yes	check	shortTerm	q1
Female	No	Yes	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.85	2633.40	No	check	midTerm	q3
Male	Yes	Yes	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.00	49.65	No	auto	shortTerm	q1
Female	No	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.25	6979.80	Yes	check	longTerm	q4
Male	Yes	Yes	No	49	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	99.25	4920.80	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.35	46.35	No	check	shortTerm	q1
Female	Yes	Yes	No	53	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.80	1021.80	Yes	auto	midTerm	q3
Female	Yes	Yes	No	55	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	94.75	5276.10	No	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	114.05	8289.20	No	auto	longTerm	q4
Female	No	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	2659.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	19.80	196.75	No	auto	shortTerm	q2
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	94.00	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	80.85	5824.75	No	auto	longTerm	q4
Female	Yes	No	No	28	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	bankTransfer	54.65	1517.50	No	auto	midTerm	q2
Male	Yes	Yes	No	38	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	bankTransfer	91.70	3479.05	No	auto	midTerm	q3
Female	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	118.60	7365.70	No	check	longTerm	q4
Male	Yes	Yes	Yes	52	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.55	1331.05	No	check	midTerm	q3
Male	Yes	No	No	67	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.45	1195.95	No	check	longTerm	q4
Female	Yes	No	Yes	34	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.15	3946.90	No	auto	midTerm	q3
Female	Yes	No	No	54	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	80.60	4299.95	No	check	midTerm	q3
Female	Yes	Yes	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.30	20.30	No	auto	shortTerm	q1
Female	No	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	89.85	1424.95	Yes	check	shortTerm	q2
Female	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	46.00	193.60	Yes	check	shortTerm	q1
Female	Yes	No	No	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	66.25	620.55	Yes	check	shortTerm	q1
Female	Yes	No	Yes	46	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.80	4391.25	No	check	midTerm	q3
Female	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	90.00	1993.80	Yes	check	midTerm	q2
Male	Yes	No	No	38	Yes	No	fiberOptic	No	No	No	No	No	No	oneYear	Yes	bankTransfer	70.45	2597.60	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	75.00	4213.90	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	19.90	No	check	shortTerm	q1
Male	No	Yes	No	64	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	No	creditCard	80.30	5017.70	No	auto	longTerm	q4
Male	Yes	No	Yes	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.75	1052.35	Yes	auto	midTerm	q3
Female	Yes	Yes	No	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.30	4916.40	No	check	midTerm	q4
Male	Yes	Yes	No	56	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	54.05	2959.80	No	auto	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	104.90	7559.55	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	53.95	53.95	Yes	check	shortTerm	q1
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	97.25	7133.10	No	auto	longTerm	q4
Male	Yes	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	83.05	1799.30	No	check	midTerm	q2
Female	No	No	No	8	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.50	829.55	Yes	check	shortTerm	q1
Female	Yes	No	Yes	16	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.00	1312.15	Yes	check	shortTerm	q2
Female	Yes	No	No	39	No	No	DSL	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	41.10	1597.05	No	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.00	524.35	No	auto	shortTerm	q2
Male	Yes	Yes	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	twoYear	Yes	bankTransfer	74.55	4191.45	No	auto	midTerm	q3
Female	Yes	No	No	18	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	40.20	711.95	No	check	shortTerm	q2
Male	Yes	Yes	No	32	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	70.50	2201.75	No	check	midTerm	q3
Female	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.75	806.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.65	1620.45	No	auto	longTerm	q4
Male	Yes	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.25	6812.95	No	check	longTerm	q4
Female	Yes	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	78.35	1837.90	No	auto	midTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	69.80	Yes	check	shortTerm	q1
Female	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	109.70	7344.45	No	auto	longTerm	q4
Male	No	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	73.75	545.15	Yes	check	shortTerm	q1
Female	No	No	No	43	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	33.45	1500.25	No	auto	midTerm	q3
Female	Yes	No	No	24	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	2283.15	No	check	midTerm	q2
Male	No	No	No	9	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	54.55	494.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.20	1376.50	No	auto	longTerm	q4
Female	Yes	No	Yes	37	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.30	755.40	No	auto	midTerm	q3
Male	Yes	Yes	Yes	20	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	39.40	825.40	No	auto	shortTerm	q2
Male	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.15	488.65	No	auto	shortTerm	q1
Female	No	No	No	37	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.25	2841.55	Yes	check	midTerm	q3
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	93.90	486.85	Yes	check	shortTerm	q1
Male	Yes	No	No	41	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	51.35	2075.10	No	check	midTerm	q3
Female	Yes	No	No	54	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	100.05	5299.65	No	auto	midTerm	q3
Female	No	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.40	204.70	Yes	check	shortTerm	q1
Male	No	No	No	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.30	1356.30	No	auto	longTerm	q4
Female	Yes	No	No	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	94.45	5042.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	18	No	No	DSL	No	Yes	Yes	No	Yes	No	oneYear	No	creditCard	46.40	812.40	No	auto	shortTerm	q2
Male	Yes	Yes	No	64	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.05	6605.55	No	auto	longTerm	q4
Female	Yes	Yes	Yes	31	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	91.15	2995.45	Yes	check	midTerm	q3
Female	Yes	No	No	20	No	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	24.90	505.95	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	mailedCheck	59.60	3509.40	No	check	midTerm	q4
Male	No	Yes	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	108.50	6991.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	13	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	40.55	590.35	No	check	shortTerm	q2
Female	No	Yes	No	48	Yes	No	DSL	No	Yes	No	No	No	Yes	oneYear	Yes	bankTransfer	58.95	2789.70	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.95	137.95	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.75	1123.15	No	check	midTerm	q4
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	113.15	7953.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	7	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	48.80	349.80	No	check	shortTerm	q1
Female	Yes	No	No	16	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	63.05	1067.05	No	auto	shortTerm	q2
Male	Yes	Yes	No	34	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.85	3527.30	No	check	midTerm	q3
Female	Yes	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	3762.00	Yes	check	midTerm	q3
Male	Yes	No	No	16	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	80.55	1248.90	No	check	shortTerm	q2
Male	Yes	No	Yes	48	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	64.40	3035.35	No	auto	midTerm	q3
Male	Yes	Yes	Yes	58	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	75.20	4300.80	No	auto	midTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.90	6065.30	No	auto	longTerm	q4
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.30	144.95	No	check	shortTerm	q1
Female	Yes	No	No	38	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	creditCard	83.90	3233.60	Yes	auto	midTerm	q3
Female	No	Yes	No	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	117.45	5438.90	Yes	check	midTerm	q3
Male	Yes	No	No	10	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	1081.45	Yes	check	shortTerm	q2
Female	Yes	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	creditCard	74.65	2308.60	No	auto	midTerm	q3
Male	Yes	Yes	No	31	Yes	Yes	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	59.05	1882.80	No	auto	midTerm	q3
Female	No	No	No	46	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	creditCard	69.10	3255.35	No	auto	midTerm	q3
Male	Yes	Yes	No	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.55	1067.65	No	check	midTerm	q3
Male	Yes	Yes	No	28	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	No	bankTransfer	76.55	2065.40	No	auto	midTerm	q2
Female	Yes	No	No	66	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	62.50	4136.40	No	auto	longTerm	q4
Male	No	No	No	8	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.40	221.90	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	41	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	94.90	3848.00	No	auto	midTerm	q3
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	111.65	8022.85	No	auto	longTerm	q4
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.90	173.15	No	check	shortTerm	q1
Female	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	781.25	No	check	midTerm	q3
Male	Yes	No	No	44	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.05	4510.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	47	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	113.45	5317.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	92.55	4779.45	No	check	midTerm	q3
Male	Yes	Yes	No	4	Yes	Yes	DSL	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	65.60	250.10	No	check	shortTerm	q1
Male	No	No	No	20	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.35	1745.20	No	check	shortTerm	q2
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.65	74.90	Yes	check	shortTerm	q1
Male	No	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	71.10	4140.10	No	auto	midTerm	q4
Female	No	Yes	No	44	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	85.15	3670.50	No	check	midTerm	q3
Male	Yes	No	No	24	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.70	1167.80	No	check	midTerm	q2
Male	Yes	Yes	Yes	15	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	30.20	469.65	No	auto	shortTerm	q2
Female	Yes	No	No	3	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.25	58.90	Yes	check	shortTerm	q1
Female	Yes	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	No	bankTransfer	84.05	333.55	Yes	auto	shortTerm	q1
Male	No	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.70	3171.15	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	74.70	Yes	check	shortTerm	q1
Female	Yes	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	creditCard	56.35	1381.20	No	auto	midTerm	q2
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.80	455.50	Yes	check	shortTerm	q1
Female	Yes	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	107.55	3645.50	No	check	midTerm	q3
Female	Yes	Yes	Yes	58	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.85	1158.85	No	check	midTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	bankTransfer	95.90	6954.15	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	23.85	1672.10	No	check	longTerm	q4
Female	No	No	No	28	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	106.15	3152.50	Yes	check	midTerm	q2
Male	Yes	Yes	No	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.85	4307.10	No	auto	midTerm	q3
Female	Yes	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	85.35	2530.40	Yes	auto	midTerm	q3
Male	No	Yes	No	72	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	Yes	creditCard	84.80	6141.65	No	auto	longTerm	q4
Male	No	No	No	36	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	90.85	3186.70	Yes	check	midTerm	q3
Male	Yes	No	Yes	14	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	bankTransfer	76.10	1054.80	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	mailedCheck	74.55	5430.65	No	check	longTerm	q4
Female	Yes	Yes	Yes	22	No	No	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	39.20	849.90	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	79.55	151.75	No	check	shortTerm	q1
Female	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.60	299.40	No	check	shortTerm	q2
Male	Yes	Yes	Yes	51	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.55	1086.75	No	auto	midTerm	q3
Male	Yes	Yes	No	70	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	39.15	2692.75	No	auto	longTerm	q4
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.10	1389.60	No	auto	longTerm	q4
Female	Yes	Yes	Yes	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	99.95	3767.40	No	auto	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	59.80	3641.50	No	check	longTerm	q4
Female	Yes	No	No	52	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	49.75	2535.55	No	auto	midTerm	q3
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	35.75	35.75	Yes	check	shortTerm	q1
Male	Yes	Yes	No	64	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	108.50	6880.85	No	check	longTerm	q4
Male	Yes	Yes	No	62	Yes	No	DSL	No	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	60.15	3753.20	No	auto	longTerm	q4
Male	Yes	Yes	No	30	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.05	637.55	No	check	midTerm	q3
Female	No	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.00	181.60	Yes	check	shortTerm	q1
Male	No	Yes	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	84.00	5329.55	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	44.55	44.55	No	auto	shortTerm	q1
Male	Yes	Yes	No	15	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.45	1539.80	No	check	shortTerm	q2
Male	Yes	Yes	Yes	27	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	80.65	2209.75	No	auto	midTerm	q2
Female	Yes	No	Yes	4	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	mailedCheck	57.20	223.75	No	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	110.75	7751.70	No	check	longTerm	q4
Male	No	Yes	No	45	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.70	1174.35	No	auto	midTerm	q3
Female	No	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	97.05	4385.05	No	check	midTerm	q3
Female	Yes	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	mailedCheck	76.35	2606.35	No	check	midTerm	q3
Male	Yes	Yes	Yes	17	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.40	1539.45	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.90	18.90	No	check	shortTerm	q1
Male	No	No	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.45	1261.35	No	auto	shortTerm	q2
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.80	58.15	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.90	225.60	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	84.40	5969.30	No	auto	longTerm	q4
Male	Yes	Yes	Yes	10	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.40	253.90	No	check	shortTerm	q2
Male	Yes	Yes	Yes	20	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.05	400.00	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	81.00	340.85	Yes	check	shortTerm	q1
Male	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.35	2515.30	Yes	check	midTerm	q2
Female	Yes	No	No	4	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	creditCard	55.50	227.35	No	auto	shortTerm	q1
Male	Yes	No	No	5	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	mailedCheck	51.00	305.95	Yes	check	shortTerm	q1
Female	Yes	Yes	No	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.65	365.40	Yes	check	shortTerm	q1
Male	No	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.30	2357.75	No	check	midTerm	q2
Male	Yes	No	No	2	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	100.20	198.50	No	check	shortTerm	q1
Female	Yes	No	No	29	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.40	554.25	No	check	midTerm	q2
Male	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.85	90.85	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.40	69.40	Yes	check	shortTerm	q1
Female	No	No	No	8	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.45	742.95	Yes	auto	shortTerm	q1
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.40	251.65	No	check	shortTerm	q2
Female	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.75	5597.65	No	check	midTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.15	20.15	Yes	auto	shortTerm	q1
Male	No	No	No	50	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.70	4816.70	Yes	check	midTerm	q3
Male	Yes	Yes	No	18	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.35	768.05	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	17	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	No	mailedCheck	74.55	1215.80	No	check	shortTerm	q2
Male	Yes	Yes	No	47	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	73.60	3522.65	No	check	midTerm	q3
Female	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.95	1834.95	Yes	auto	midTerm	q2
Female	Yes	No	No	6	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	47.95	305.10	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	19	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	creditCard	50.10	910.45	No	auto	shortTerm	q2
Female	Yes	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	63.60	155.65	Yes	check	shortTerm	q1
Female	No	Yes	Yes	68	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	53.00	3656.25	No	check	longTerm	q4
Female	Yes	Yes	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.85	52.00	No	auto	shortTerm	q1
Male	Yes	No	No	7	No	No	DSL	No	No	No	No	No	No	oneYear	Yes	creditCard	24.35	150.85	No	auto	shortTerm	q1
Female	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.55	389.25	No	check	shortTerm	q2
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.05	1873.70	No	auto	longTerm	q4
Male	No	Yes	No	13	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	No	creditCard	93.80	1261.00	No	auto	shortTerm	q2
Male	Yes	No	No	3	No	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	36.85	108.70	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	103.75	7346.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	66	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	56.75	3708.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.80	469.65	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.10	44.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	56	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.45	1385.85	No	check	midTerm	q4
Female	No	Yes	No	22	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.60	548.80	No	auto	midTerm	q2
Male	Yes	No	No	14	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.75	712.75	Yes	check	shortTerm	q2
Female	No	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.40	6405.00	Yes	auto	longTerm	q4
Female	No	Yes	No	40	No	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	39.30	1637.40	Yes	check	midTerm	q3
Female	Yes	No	No	42	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	59.65	2536.55	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	83.30	6042.70	No	auto	longTerm	q4
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	creditCard	79.55	958.25	No	auto	shortTerm	q2
Male	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.45	1730.65	No	auto	longTerm	q4
Female	Yes	Yes	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.20	459.60	No	check	midTerm	q2
Female	Yes	No	Yes	7	No	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.80	201.95	No	check	shortTerm	q1
Female	Yes	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.50	285.20	No	check	shortTerm	q1
Female	Yes	No	No	58	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.45	6145.85	Yes	check	midTerm	q4
Male	Yes	Yes	No	51	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	30.05	1529.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	65.65	4664.50	No	auto	longTerm	q4
Female	Yes	No	No	18	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.05	1740.70	Yes	check	shortTerm	q2
Female	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	75.10	552.95	Yes	auto	shortTerm	q1
Female	Yes	No	No	47	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	74.05	3496.30	No	check	midTerm	q3
Male	No	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.70	93.70	Yes	check	shortTerm	q1
Male	No	No	No	62	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	110.75	7053.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	301.55	No	check	shortTerm	q2
Male	Yes	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	49.50	312.70	No	auto	shortTerm	q1
Male	Yes	No	No	19	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	creditCard	55.00	1046.50	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	69	No	No	DSL	Yes	No	Yes	No	No	Yes	twoYear	Yes	creditCard	43.95	2960.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	834.20	Yes	check	shortTerm	q2
Female	Yes	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	111.15	6953.40	No	check	longTerm	q4
Female	Yes	Yes	No	39	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	104.70	4134.85	Yes	auto	midTerm	q3
Female	Yes	No	No	15	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	55.70	899.80	Yes	check	shortTerm	q2
Male	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.60	541.50	No	check	midTerm	q2
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.65	116.85	No	auto	shortTerm	q1
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	115.80	7942.15	No	auto	longTerm	q4
Female	Yes	No	No	61	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.65	5321.25	No	auto	longTerm	q4
Female	No	Yes	No	43	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.50	4156.80	No	check	midTerm	q3
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.10	223.60	No	check	shortTerm	q2
Male	No	No	No	23	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	34.65	768.45	No	auto	midTerm	q2
Male	No	Yes	No	71	No	No	DSL	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	52.30	3765.05	No	auto	longTerm	q4
Female	Yes	No	No	34	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	No	mailedCheck	65.00	2157.50	No	check	midTerm	q3
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.85	108.05	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	41	No	No	DSL	No	Yes	No	Yes	No	No	oneYear	No	mailedCheck	35.45	1391.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	1379.80	No	auto	longTerm	q4
Male	No	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	1273.30	No	check	shortTerm	q2
Female	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.85	810.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	oneYear	No	creditCard	81.85	1810.85	No	auto	midTerm	q2
Male	Yes	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.30	7782.85	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.40	1797.10	No	check	longTerm	q4
Male	Yes	Yes	Yes	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.80	377.85	No	check	shortTerm	q1
Male	Yes	Yes	Yes	23	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.00	445.30	No	auto	midTerm	q2
Male	No	Yes	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	85.55	851.75	Yes	check	shortTerm	q2
Female	Yes	No	No	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.90	7624.20	No	check	longTerm	q4
Female	Yes	Yes	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.30	355.10	No	auto	shortTerm	q1
Male	Yes	No	Yes	6	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	mailedCheck	94.50	575.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	9	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.50	906.85	No	check	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.15	1057.55	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.40	19.40	No	check	shortTerm	q1
Female	No	Yes	Yes	48	No	No	DSL	No	Yes	No	No	No	No	oneYear	No	bankTransfer	29.90	1388.75	No	auto	midTerm	q3
Male	Yes	No	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	78.80	1641.30	No	check	shortTerm	q2
Female	No	Yes	No	16	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	85.35	1375.15	Yes	auto	shortTerm	q2
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	79.65	152.70	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.30	185.20	No	check	shortTerm	q2
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.60	195.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	20	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	96.80	1826.70	No	check	shortTerm	q2
Male	Yes	Yes	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.65	417.50	No	check	shortTerm	q2
Male	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.80	344.50	No	check	shortTerm	q2
Male	No	No	No	19	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	electronicCheck	90.60	1660.00	Yes	check	shortTerm	q2
Male	Yes	Yes	No	22	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.60	2180.55	No	check	midTerm	q2
Female	Yes	No	No	35	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	creditCard	80.05	2835.90	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	45.15	45.15	No	check	shortTerm	q1
Male	Yes	No	No	39	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.15	2730.85	No	auto	midTerm	q3
Female	No	Yes	No	54	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	99.10	5437.10	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.20	20.20	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	66	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	106.05	6981.35	Yes	auto	longTerm	q4
Male	Yes	No	No	56	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	105.35	5794.45	No	check	midTerm	q4
Male	Yes	No	Yes	18	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.65	747.20	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	16	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	79.95	1267.95	No	auto	shortTerm	q2
Female	Yes	No	No	68	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	54.45	3674.95	No	auto	longTerm	q4
Female	No	Yes	No	53	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.10	1275.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.70	5893.90	No	auto	longTerm	q4
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.85	724.65	No	check	shortTerm	q1
Female	Yes	No	No	30	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	48.80	1536.75	No	check	midTerm	q3
Female	Yes	No	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.15	3615.60	Yes	check	midTerm	q3
Female	Yes	No	No	18	No	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	35.20	607.30	No	check	shortTerm	q2
Female	No	Yes	Yes	55	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	electronicCheck	76.25	4154.55	No	check	midTerm	q3
Female	Yes	Yes	No	39	No	No	DSL	Yes	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	55.90	2184.35	Yes	check	midTerm	q3
Male	Yes	No	No	21	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	82.35	1852.85	Yes	check	midTerm	q2
Male	Yes	No	No	2	No	No	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	40.40	77.15	Yes	auto	shortTerm	q1
Male	No	No	No	33	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.90	847.80	No	auto	midTerm	q3
Male	Yes	Yes	No	44	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	54.30	2390.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	30	Yes	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	bankTransfer	66.30	1923.50	No	auto	midTerm	q3
Female	Yes	Yes	No	71	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.90	1493.20	No	auto	longTerm	q4
Female	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.35	338.10	Yes	check	shortTerm	q1
Male	Yes	No	Yes	35	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	85.15	3030.60	Yes	check	midTerm	q3
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	creditCard	75.35	75.35	No	auto	shortTerm	q1
Male	No	Yes	No	23	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.45	2184.85	No	check	midTerm	q2
Female	Yes	No	Yes	22	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	49.45	1031.40	No	auto	midTerm	q2
Female	Yes	No	Yes	49	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.45	921.30	No	auto	midTerm	q3
Female	Yes	Yes	Yes	42	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	92.15	3875.40	No	check	midTerm	q3
Female	Yes	Yes	Yes	33	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	93.80	3124.50	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.85	144.15	No	check	shortTerm	q1
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	100.25	6689.00	No	auto	longTerm	q4
Male	Yes	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	No	electronicCheck	95.70	1451.10	No	check	shortTerm	q2
Male	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	Yes	electronicCheck	93.15	6368.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	69.70	3729.60	No	check	midTerm	q3
Male	Yes	Yes	Yes	21	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.80	350.10	No	check	midTerm	q2
Female	Yes	Yes	Yes	40	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	71.35	2847.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.75	452.35	No	auto	midTerm	q2
Male	Yes	No	No	39	No	No	DSL	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	40.60	1494.50	No	check	midTerm	q3
Male	Yes	No	No	45	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	20.40	930.45	Yes	check	midTerm	q3
Female	Yes	Yes	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	41.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.75	1272.05	No	auto	midTerm	q4
Male	Yes	Yes	Yes	8	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.40	475.10	No	check	shortTerm	q1
Male	No	Yes	No	7	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	creditCard	94.70	673.10	Yes	auto	shortTerm	q1
Male	Yes	No	No	6	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	30.50	208.70	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.45	150.75	No	check	shortTerm	q1
Male	Yes	No	No	49	Yes	Yes	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	bankTransfer	66.15	3199.00	No	auto	midTerm	q3
Female	Yes	No	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	89.85	5844.65	No	check	longTerm	q4
Female	Yes	No	No	55	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	bankTransfer	45.05	2462.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.85	6263.80	No	auto	longTerm	q4
Male	Yes	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	96.75	3403.40	No	check	midTerm	q3
Male	No	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	77.00	237.75	Yes	check	shortTerm	q1
Female	Yes	No	Yes	11	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.10	221.35	Yes	auto	shortTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	75.30	75.30	Yes	check	shortTerm	q1
Male	Yes	No	No	17	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	106.65	1672.10	No	auto	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.15	7881.20	No	auto	longTerm	q4
Female	Yes	Yes	Yes	28	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	oneYear	Yes	bankTransfer	82.85	2320.80	No	auto	midTerm	q2
Female	Yes	Yes	No	18	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	370.50	No	check	shortTerm	q2
Female	No	Yes	No	40	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	99.20	4062.20	Yes	auto	midTerm	q3
Female	Yes	No	No	52	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	59.45	3043.70	No	check	midTerm	q3
Female	Yes	Yes	No	47	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	58.60	2723.40	No	auto	midTerm	q3
Female	Yes	No	No	23	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	49.70	1081.25	No	auto	midTerm	q2
Male	Yes	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	65.85	4097.05	No	check	longTerm	q4
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.50	632.20	No	check	shortTerm	q1
Male	No	No	No	47	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	85.50	4042.30	Yes	check	midTerm	q3
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	164.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	113.65	8166.80	No	auto	longTerm	q4
Female	No	No	No	50	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	83.40	4113.70	No	check	midTerm	q3
Male	Yes	Yes	No	46	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	65.65	3047.15	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.40	70.40	Yes	check	shortTerm	q1
Female	Yes	No	No	66	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	61.35	4193.40	No	auto	longTerm	q4
Female	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	creditCard	85.90	3729.75	No	auto	midTerm	q3
Female	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	75.65	399.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	electronicCheck	49.75	331.30	Yes	check	shortTerm	q1
Male	Yes	No	No	29	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	oneYear	No	creditCard	70.90	1964.60	No	auto	midTerm	q2
Female	Yes	Yes	Yes	27	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	49.85	1336.15	No	check	midTerm	q2
Female	No	No	No	15	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	75.30	1147.45	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.10	486.05	No	check	midTerm	q2
Female	Yes	Yes	No	11	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	1078.90	Yes	check	shortTerm	q2
Male	Yes	Yes	No	57	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	103.05	5925.75	No	check	midTerm	q4
Male	Yes	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	118.35	7804.15	Yes	auto	longTerm	q4
Female	No	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	99.70	4747.20	No	check	midTerm	q3
Female	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	81.90	1028.90	No	check	shortTerm	q2
Male	Yes	No	No	8	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	30.45	226.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	44	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	96.10	4364.10	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	electronicCheck	66.20	4692.55	No	check	longTerm	q4
Male	No	Yes	No	24	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.25	2433.90	Yes	check	midTerm	q2
Male	No	No	No	15	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.20	1217.25	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.75	19.75	No	check	shortTerm	q1
Male	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	72.60	154.30	No	check	shortTerm	q1
Male	No	No	No	55	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	116.50	6382.55	No	check	midTerm	q3
Male	No	No	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.80	7623.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	50	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.95	1261.45	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.25	89.25	No	check	shortTerm	q1
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.25	86.05	No	check	shortTerm	q1
Female	Yes	No	No	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	104.55	6779.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	49	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	87.20	4345.00	No	check	midTerm	q3
Female	No	Yes	No	3	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	30.75	82.85	No	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	creditCard	25.70	1714.55	No	auto	longTerm	q4
Male	Yes	No	Yes	11	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	86.20	893.20	No	check	shortTerm	q2
Male	Yes	No	No	28	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	30.10	810.85	No	auto	midTerm	q2
Male	Yes	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	electronicCheck	99.35	6347.55	No	check	longTerm	q4
Female	Yes	No	No	62	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.20	1123.65	No	auto	longTerm	q4
Female	Yes	Yes	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.10	43.15	No	auto	shortTerm	q1
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.35	35.10	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	55	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.65	1388.00	No	auto	midTerm	q3
Male	No	Yes	No	41	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.55	3851.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	17	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.20	1743.50	Yes	check	shortTerm	q2
Female	Yes	No	No	30	Yes	No	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	94.40	2638.10	No	auto	midTerm	q3
Male	Yes	No	No	17	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	56.10	946.95	No	check	shortTerm	q2
Female	Yes	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	bankTransfer	68.25	1114.85	No	auto	shortTerm	q2
Male	Yes	No	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.75	1777.60	No	auto	longTerm	q4
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.25	684.85	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.35	74.35	No	check	shortTerm	q1
Male	Yes	No	Yes	23	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	54.15	1312.45	No	check	midTerm	q2
Male	Yes	No	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.45	159.20	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	19	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	34.95	610.20	No	check	shortTerm	q2
Female	Yes	No	No	7	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	53.65	404.35	No	check	shortTerm	q1
Male	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes	check	shortTerm	q1
Male	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	104.00	6363.45	No	check	longTerm	q4
Female	Yes	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	70.35	4124.65	No	auto	midTerm	q4
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.80	713.10	Yes	check	shortTerm	q1
Male	Yes	No	Yes	15	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	mailedCheck	64.85	950.75	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	19.65	No	check	shortTerm	q1
Female	Yes	Yes	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.90	505.95	No	auto	shortTerm	q2
Male	Yes	No	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	1149.65	No	check	midTerm	q3
Male	Yes	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.80	169.65	No	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.30	526.70	Yes	check	shortTerm	q1
Female	Yes	Yes	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.35	393.15	No	check	shortTerm	q2
Female	Yes	No	Yes	26	No	No	DSL	Yes	No	No	Yes	No	Yes	MtM	No	mailedCheck	45.80	1147.00	No	check	midTerm	q2
Male	No	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.10	3021.60	Yes	check	midTerm	q3
Female	Yes	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.95	5718.20	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	69.35	191.35	Yes	check	shortTerm	q1
Female	Yes	No	No	68	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	64.35	4539.60	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.80	6397.60	No	auto	longTerm	q4
Male	Yes	No	No	12	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.95	280.40	No	auto	shortTerm	q2
Female	No	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	79.60	2718.30	Yes	check	midTerm	q3
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	84.70	5711.05	No	auto	longTerm	q4
Female	Yes	No	Yes	50	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	creditCard	70.80	3478.15	No	auto	midTerm	q3
Female	No	No	No	1	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	36.45	36.45	Yes	check	shortTerm	q1
Female	No	No	No	41	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.40	4133.95	No	check	midTerm	q3
Male	No	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.50	2917.65	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.30	54.30	No	check	shortTerm	q1
Male	No	Yes	Yes	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.95	2964.80	No	check	midTerm	q2
Female	Yes	Yes	Yes	23	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	91.10	2198.30	No	auto	midTerm	q2
Male	Yes	No	Yes	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.95	1189.90	No	check	midTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	26.45	1914.50	No	auto	longTerm	q4
Male	Yes	No	Yes	22	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.40	2001.50	Yes	check	midTerm	q2
Male	Yes	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	75.10	5336.35	No	auto	longTerm	q4
Female	No	No	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	108.10	7238.60	No	auto	longTerm	q4
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.15	7998.80	No	check	longTerm	q4
Female	No	Yes	No	47	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	80.35	3825.85	Yes	check	midTerm	q3
Female	Yes	No	No	51	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.50	5703.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.50	7397.00	No	check	longTerm	q4
Male	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	19.90	164.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	59	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	111.10	6555.20	No	check	midTerm	q4
Male	Yes	No	Yes	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	No	mailedCheck	70.70	225.65	No	check	shortTerm	q1
Male	No	Yes	No	38	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.85	955.75	No	check	midTerm	q3
Female	Yes	No	No	37	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	91.20	3382.30	No	auto	midTerm	q3
Male	Yes	No	No	37	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	65.60	2313.80	No	auto	midTerm	q3
Female	No	Yes	No	24	No	No	DSL	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	40.65	933.30	Yes	auto	midTerm	q2
Female	Yes	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	59.45	780.85	No	auto	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	109.95	7852.40	No	auto	longTerm	q4
Male	Yes	Yes	No	53	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	60.45	3184.25	Yes	check	midTerm	q3
Female	Yes	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.90	764.95	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	creditCard	38.50	2763.00	No	auto	longTerm	q4
Female	No	Yes	No	17	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.55	1614.70	No	check	shortTerm	q2
Female	Yes	Yes	Yes	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	73.55	145.40	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	8	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.15	156.25	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	48	No	No	DSL	No	Yes	Yes	No	No	No	oneYear	No	mailedCheck	34.70	1604.50	Yes	check	midTerm	q3
Female	Yes	No	No	10	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.50	270.15	No	check	shortTerm	q2
Male	Yes	Yes	Yes	0	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.70	0.00	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.60	20.60	No	check	shortTerm	q1
Female	Yes	No	No	29	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	58.00	1734.50	No	auto	midTerm	q2
Female	No	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	107.45	7047.50	No	check	longTerm	q4
Female	Yes	No	No	8	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	65.50	573.15	No	auto	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.45	1538.60	No	auto	longTerm	q4
Female	No	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.15	4459.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.45	7459.00	No	auto	longTerm	q4
Male	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	21.15	306.05	No	check	shortTerm	q2
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	96.20	639.70	No	check	shortTerm	q1
Male	Yes	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.40	348.15	No	check	shortTerm	q1
Female	No	Yes	No	43	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	107.55	4533.90	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	94.35	5563.65	No	auto	midTerm	q4
Male	No	Yes	No	16	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.75	1587.55	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.30	40.25	No	check	shortTerm	q1
Female	Yes	Yes	No	8	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.15	842.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	40	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	No	bankTransfer	105.75	4228.55	No	auto	midTerm	q3
Male	Yes	No	No	9	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	81.15	784.45	No	check	shortTerm	q1
Male	Yes	No	No	41	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	89.55	3729.75	No	check	midTerm	q3
Female	Yes	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	54.75	1406.90	No	auto	midTerm	q2
Female	Yes	Yes	No	33	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	53.75	1857.30	No	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	105.75	7322.50	No	auto	longTerm	q4
Female	No	Yes	No	65	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	105.85	6725.50	No	auto	longTerm	q4
Male	Yes	No	No	55	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	electronicCheck	64.20	3627.30	No	check	midTerm	q3
Male	Yes	No	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	88.70	1761.45	Yes	check	shortTerm	q2
Male	Yes	No	No	19	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	creditCard	87.70	1725.95	No	auto	shortTerm	q2
Female	Yes	No	No	45	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	89.30	4192.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.15	1411.20	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.75	164.50	Yes	check	shortTerm	q1
Female	Yes	No	No	27	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	94.55	2724.60	Yes	check	midTerm	q2
Female	Yes	Yes	No	12	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	electronicCheck	20.05	264.55	No	check	shortTerm	q2
Male	Yes	No	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	67.20	4671.70	No	auto	longTerm	q4
Male	Yes	No	No	12	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	94.55	1173.55	No	check	shortTerm	q2
Female	No	No	No	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.05	318.50	Yes	check	shortTerm	q1
Male	No	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	107.50	7713.55	No	check	longTerm	q4
Male	No	No	No	35	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	73.00	2471.25	No	check	midTerm	q3
Male	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.75	7842.30	No	auto	longTerm	q4
Female	Yes	No	No	31	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.05	2227.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	52	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	96.25	4990.25	Yes	auto	midTerm	q3
Male	No	No	No	37	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.10	3744.05	Yes	check	midTerm	q3
Male	Yes	No	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	104.70	7220.35	Yes	auto	longTerm	q4
Male	No	Yes	No	30	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	77.90	2351.45	No	check	midTerm	q3
Female	Yes	No	No	33	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	90.65	2989.60	No	check	midTerm	q3
Male	No	Yes	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.45	6077.75	No	check	midTerm	q3
Female	Yes	No	No	59	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	No	bankTransfer	68.70	4070.95	No	auto	midTerm	q4
Male	No	No	No	55	No	No	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	44.85	2479.05	No	check	midTerm	q3
Male	No	Yes	No	69	No	No	DSL	No	No	Yes	No	No	No	oneYear	Yes	creditCard	29.80	2134.30	No	auto	longTerm	q4
Female	Yes	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	88.90	6000.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	37	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	58.75	2203.10	No	check	midTerm	q3
Male	No	Yes	No	9	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.85	183.15	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.90	6194.10	No	auto	longTerm	q4
Male	Yes	No	No	10	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	59.65	638.95	No	check	shortTerm	q2
Male	Yes	No	Yes	40	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	55.25	2139.20	Yes	check	midTerm	q3
Male	Yes	No	Yes	13	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	No	creditCard	66.40	831.75	No	auto	shortTerm	q2
Female	Yes	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.10	521.30	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.15	1337.50	No	auto	longTerm	q4
Female	No	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	108.10	7181.95	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	53.75	608.00	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	46	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	mailedCheck	56.90	2560.10	No	check	midTerm	q3
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.30	577.60	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	56	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	109.60	5953.00	No	check	midTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.15	1790.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	33	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	79.15	2531.40	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	66.75	4760.30	No	auto	longTerm	q4
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.20	292.85	Yes	check	shortTerm	q1
Female	Yes	No	Yes	19	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	48.80	953.65	No	check	shortTerm	q2
Female	No	No	No	5	No	No	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	45.70	198.00	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	80.70	5705.05	No	auto	longTerm	q4
Male	Yes	Yes	No	8	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	609.90	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.55	20.55	No	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.65	79.65	Yes	check	shortTerm	q1
Female	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	115.10	6993.65	No	check	longTerm	q4
Female	Yes	Yes	Yes	71	No	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	59.70	4122.65	No	auto	longTerm	q4
Female	Yes	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	creditCard	86.45	5762.95	No	auto	longTerm	q4
Male	Yes	No	No	46	No	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	33.70	1537.85	No	auto	midTerm	q3
Male	Yes	No	No	33	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	oneYear	No	bankTransfer	80.10	2603.30	No	auto	midTerm	q3
Female	Yes	Yes	Yes	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	104.05	5566.40	No	auto	midTerm	q3
Female	No	Yes	No	50	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	No	bankTransfer	108.75	5431.90	No	auto	midTerm	q3
Female	Yes	No	No	57	No	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	41.10	2258.25	No	auto	midTerm	q4
Female	Yes	Yes	Yes	54	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.35	1092.35	No	auto	midTerm	q3
Female	No	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	6401.25	No	check	midTerm	q4
Female	No	Yes	No	28	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	101.30	2812.20	Yes	auto	midTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.05	80.05	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	29	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.20	2698.35	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	10	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	electronicCheck	65.50	616.90	No	check	shortTerm	q2
Male	Yes	No	Yes	43	No	No	DSL	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	40.45	1912.85	No	check	midTerm	q3
Male	No	Yes	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.45	849.10	No	auto	shortTerm	q2
Female	Yes	Yes	No	43	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	78.80	3460.30	No	check	midTerm	q3
Male	Yes	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.65	1465.75	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	90.10	90.10	No	check	shortTerm	q1
Female	Yes	No	No	69	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	82.45	5555.30	No	auto	longTerm	q4
Female	Yes	Yes	No	61	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.25	1278.80	No	auto	longTerm	q4
Male	Yes	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	bankTransfer	66.25	2907.35	No	auto	midTerm	q3
Female	Yes	Yes	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.50	146.30	Yes	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	51.25	51.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	56	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	mailedCheck	89.70	4952.95	No	check	midTerm	q4
Female	Yes	Yes	No	70	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	64.55	4504.90	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.60	45.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	electronicCheck	93.65	4520.15	No	check	midTerm	q3
Female	Yes	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	49.65	267.35	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	32	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	mailedCheck	73.60	2316.85	No	check	midTerm	q3
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	109.75	8075.35	No	check	longTerm	q4
Male	Yes	No	Yes	37	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	creditCard	61.45	2302.35	No	auto	midTerm	q3
Female	Yes	Yes	No	69	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	106.40	7251.90	No	auto	longTerm	q4
Female	Yes	Yes	No	26	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	81.90	2078.55	No	auto	midTerm	q2
Female	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	105.20	6225.40	No	auto	midTerm	q4
Male	Yes	No	No	24	Yes	Yes	DSL	No	No	No	Yes	No	No	oneYear	No	bankTransfer	54.60	1242.25	No	auto	midTerm	q2
Male	Yes	Yes	Yes	5	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	20.55	99.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.00	288.05	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	30	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	599.25	No	check	midTerm	q3
Female	Yes	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	66.05	3462.10	No	auto	midTerm	q3
Female	Yes	Yes	No	25	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	34.00	853.00	Yes	auto	midTerm	q2
Male	No	Yes	No	10	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	92.50	934.10	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	44	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	creditCard	54.05	2375.20	No	auto	midTerm	q3
Female	Yes	No	No	47	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	mailedCheck	58.90	2813.05	No	check	midTerm	q3
Female	Yes	Yes	Yes	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	88.35	1222.80	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	107.95	5293.20	Yes	auto	midTerm	q3
Female	Yes	Yes	No	64	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	96.90	6314.35	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.10	19.10	No	check	shortTerm	q1
Male	Yes	No	No	20	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	50.00	1003.05	No	check	shortTerm	q2
Female	Yes	Yes	No	37	No	No	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	electronicCheck	45.40	1593.10	No	check	midTerm	q3
Male	Yes	Yes	Yes	30	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	85.45	2509.95	No	check	midTerm	q3
Female	Yes	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	84.10	3187.65	No	auto	midTerm	q3
Female	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.45	74.45	Yes	check	shortTerm	q1
Female	Yes	No	No	37	Yes	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	64.75	2345.20	Yes	check	midTerm	q3
Female	Yes	Yes	No	52	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	66.25	3330.10	No	auto	midTerm	q3
Male	Yes	No	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	76.90	5522.70	No	auto	longTerm	q4
Male	Yes	No	No	26	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	89.80	2335.30	Yes	check	midTerm	q2
Male	Yes	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	74.60	4798.40	No	auto	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.95	8594.40	No	auto	longTerm	q4
Male	Yes	No	Yes	25	No	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	40.65	970.55	No	auto	midTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.35	7665.80	No	auto	longTerm	q4
Male	Yes	Yes	Yes	53	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	twoYear	No	bankTransfer	69.70	3686.05	No	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	mailedCheck	95.50	1115.15	Yes	check	shortTerm	q2
Male	Yes	No	No	26	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.65	2537.00	No	check	midTerm	q2
Male	Yes	No	No	21	Yes	No	DSL	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	61.65	1393.60	No	check	midTerm	q2
Female	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.35	89.35	No	check	shortTerm	q1
Male	Yes	No	No	48	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	95.40	4445.30	No	check	midTerm	q3
Female	Yes	Yes	No	26	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	35.40	978.60	No	auto	midTerm	q2
Male	Yes	Yes	No	60	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.95	1258.15	No	check	midTerm	q4
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.25	331.35	No	check	shortTerm	q2
Female	No	No	No	10	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.65	291.40	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	5	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	electronicCheck	84.50	453.75	Yes	check	shortTerm	q1
Female	Yes	No	Yes	4	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.40	84.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.75	1715.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.35	1715.15	No	check	longTerm	q4
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.70	1597.25	Yes	auto	shortTerm	q2
Male	Yes	No	Yes	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.00	1250.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	66	Yes	No	DSL	Yes	No	No	No	Yes	No	twoYear	Yes	electronicCheck	59.75	3996.80	No	check	longTerm	q4
Female	Yes	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	82.50	5215.10	No	auto	longTerm	q4
Female	No	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	235.50	Yes	check	shortTerm	q1
Female	Yes	No	No	34	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	673.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	16	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	bankTransfer	90.80	1442.20	No	auto	shortTerm	q2
Female	Yes	No	No	54	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	103.95	5639.05	Yes	auto	midTerm	q3
Female	No	No	No	50	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.95	5222.35	No	check	midTerm	q3
Male	Yes	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.25	7291.75	No	check	longTerm	q4
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.75	799.65	Yes	check	shortTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	50.80	50.80	Yes	check	shortTerm	q1
Male	Yes	No	No	18	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	23.75	424.50	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	61.30	249.40	No	check	shortTerm	q1
Female	Yes	Yes	Yes	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	75.80	4415.75	No	check	midTerm	q4
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	98.00	5270.60	No	check	midTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.25	144.55	Yes	check	shortTerm	q1
Male	Yes	Yes	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	78.90	2447.95	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	56	No	No	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	mailedCheck	52.00	2884.90	No	check	midTerm	q4
Male	Yes	No	No	36	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.75	3050.15	Yes	check	midTerm	q3
Female	Yes	No	No	4	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	64.40	253.00	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	bankTransfer	85.45	4517.25	Yes	auto	midTerm	q3
Male	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	45.80	436.20	No	auto	shortTerm	q2
Male	Yes	No	No	4	No	No	DSL	No	No	No	Yes	No	No	MtM	No	electronicCheck	30.50	118.40	No	check	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	19.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	51	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	69.15	3649.60	No	check	midTerm	q3
Male	No	No	No	12	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.45	1200.15	Yes	check	shortTerm	q2
Female	Yes	No	No	6	No	No	DSL	No	No	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	49.25	255.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	63	No	No	DSL	No	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	39.35	2395.05	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.60	70.60	Yes	check	shortTerm	q1
Female	Yes	Yes	No	48	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	105.10	5083.55	No	auto	midTerm	q3
Female	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	81.00	389.60	Yes	auto	shortTerm	q1
Female	Yes	No	Yes	35	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	creditCard	20.10	644.50	No	auto	midTerm	q3
Male	Yes	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	84.85	523.50	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.75	39.30	No	check	shortTerm	q1
Female	Yes	No	No	50	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.75	989.05	No	auto	midTerm	q3
Female	Yes	No	No	33	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	70.40	2406.10	No	auto	midTerm	q3
Male	Yes	No	No	31	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.45	638.55	No	check	midTerm	q3
Female	Yes	Yes	Yes	9	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.35	191.10	No	check	shortTerm	q1
Female	Yes	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	86.20	4524.05	No	check	midTerm	q3
Female	Yes	No	No	46	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	95.65	4664.20	No	auto	midTerm	q3
Male	Yes	No	Yes	34	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	103.80	3470.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	electronicCheck	97.20	6910.30	No	check	longTerm	q4
Female	Yes	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	63.55	4014.20	No	check	longTerm	q4
Female	Yes	No	No	51	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.95	1288.00	No	auto	midTerm	q3
Female	No	No	No	26	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.15	2277.65	Yes	check	midTerm	q2
Female	Yes	Yes	No	64	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	99.00	6375.80	No	auto	longTerm	q4
Female	No	Yes	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.80	24.80	Yes	check	shortTerm	q1
Male	No	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	85.55	5251.75	No	auto	longTerm	q4
Female	Yes	No	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	94.00	1505.45	No	auto	shortTerm	q2
Male	Yes	No	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.65	6903.10	Yes	auto	longTerm	q4
Female	Yes	No	No	18	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.30	913.30	No	check	shortTerm	q2
Female	Yes	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	95.00	5535.80	No	check	midTerm	q4
Male	Yes	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	No	No	Yes	twoYear	Yes	bankTransfer	61.40	815.55	No	auto	shortTerm	q2
Male	No	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.55	1411.65	No	auto	shortTerm	q2
Female	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	78.50	5602.25	No	auto	longTerm	q4
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	114.30	8244.30	No	auto	longTerm	q4
Female	Yes	No	No	38	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.05	741.50	No	check	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	62.65	4375.80	No	auto	longTerm	q4
Male	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.85	1008.70	Yes	check	shortTerm	q2
Male	No	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	twoYear	Yes	creditCard	92.70	5968.40	No	auto	longTerm	q4
Female	Yes	No	No	30	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.45	3096.90	No	check	midTerm	q3
Male	Yes	Yes	No	51	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	75.20	3901.25	No	auto	midTerm	q3
Female	Yes	No	No	31	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.75	2613.40	No	auto	midTerm	q3
Female	Yes	Yes	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	89.45	853.10	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	79.50	5661.70	No	auto	longTerm	q4
Male	Yes	No	No	10	Yes	Yes	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	72.15	794.25	Yes	auto	shortTerm	q2
Female	Yes	No	No	37	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	19.80	695.05	No	check	midTerm	q3
Female	Yes	No	No	2	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	76.40	160.80	Yes	check	shortTerm	q1
Male	Yes	No	No	55	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	100.90	5552.05	No	check	midTerm	q3
Male	Yes	No	Yes	33	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	95.30	3275.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	46	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	oneYear	No	bankTransfer	90.95	4236.60	No	auto	midTerm	q3
Female	Yes	No	Yes	1	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.50	54.50	No	check	shortTerm	q1
Female	No	No	No	20	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	61.60	1174.35	Yes	check	shortTerm	q2
Male	Yes	Yes	No	9	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.90	741.70	Yes	check	shortTerm	q1
Male	No	No	No	32	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	96.15	3019.25	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	19	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	49.60	962.90	No	auto	shortTerm	q2
Female	Yes	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	creditCard	65.30	4759.75	Yes	auto	longTerm	q4
Female	Yes	No	Yes	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.00	1498.35	No	auto	longTerm	q4
Male	Yes	No	No	26	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.45	1233.15	No	check	midTerm	q2
Male	Yes	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	107.75	4882.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	62	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	creditCard	89.10	5411.65	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	19.65	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	44.75	148.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	41	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	bankTransfer	101.60	3930.55	No	auto	midTerm	q3
Male	Yes	Yes	Yes	67	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	103.15	6895.50	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	84.65	84.65	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	mailedCheck	95.65	6856.95	No	check	longTerm	q4
Female	Yes	Yes	Yes	37	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	75.10	2658.80	No	auto	midTerm	q3
Male	Yes	Yes	No	60	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	61.35	3766.20	No	check	midTerm	q4
Female	No	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.55	69.55	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.70	129.55	No	auto	shortTerm	q1
Female	Yes	No	No	13	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	31.05	347.25	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	11	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	51.00	581.70	No	auto	shortTerm	q2
Male	Yes	No	No	7	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	51.00	354.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	10	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.85	929.45	No	check	shortTerm	q2
Male	Yes	Yes	No	34	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	679.00	No	auto	midTerm	q3
Female	Yes	No	No	62	Yes	No	DSL	Yes	No	No	Yes	No	Yes	twoYear	Yes	mailedCheck	65.10	3846.75	No	check	longTerm	q4
Male	Yes	Yes	No	64	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	70.15	4480.70	No	check	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.35	44.35	Yes	auto	shortTerm	q1
Male	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.75	499.40	No	check	midTerm	q2
Female	Yes	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	mailedCheck	56.05	1553.20	No	check	midTerm	q2
Male	Yes	No	Yes	10	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.95	219.50	No	auto	shortTerm	q2
Female	Yes	No	No	53	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	No	mailedCheck	98.60	5311.85	No	check	midTerm	q3
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.70	586.05	Yes	check	shortTerm	q1
Male	Yes	No	No	33	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	79.00	2576.80	No	auto	midTerm	q3
Female	No	Yes	No	71	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	twoYear	No	creditCard	89.45	6435.25	No	auto	longTerm	q4
Female	Yes	No	No	29	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.20	1993.25	No	check	midTerm	q2
Male	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	81.00	1923.85	No	auto	midTerm	q2
Male	Yes	Yes	Yes	20	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.60	939.80	No	check	shortTerm	q2
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	84.60	84.60	No	check	shortTerm	q1
Male	Yes	No	Yes	54	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	55.00	3092.65	Yes	auto	midTerm	q3
Female	No	No	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	84.85	415.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	84.20	5986.55	No	auto	longTerm	q4
Male	Yes	Yes	No	52	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.30	5487.00	No	check	midTerm	q3
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.05	651.50	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.40	45.40	No	check	shortTerm	q1
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.65	73.65	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	33	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	73.90	2405.05	Yes	check	midTerm	q3
Female	Yes	Yes	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	77.75	4458.15	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	99.35	6856.45	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.75	50.75	No	check	shortTerm	q1
Male	Yes	No	No	54	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	87.10	4735.20	No	auto	midTerm	q3
Male	Yes	No	Yes	33	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.15	682.15	No	check	midTerm	q3
Male	No	Yes	No	45	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	98.70	4525.80	No	auto	midTerm	q3
Female	Yes	No	Yes	11	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.20	321.05	No	check	shortTerm	q2
Male	Yes	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	bankTransfer	55.70	335.65	No	auto	shortTerm	q1
Male	Yes	No	No	21	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	65.35	1424.40	No	auto	midTerm	q2
Female	Yes	Yes	Yes	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.30	1748.55	No	auto	longTerm	q4
Female	No	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.35	474.90	Yes	check	shortTerm	q1
Female	Yes	No	No	8	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	84.95	668.40	Yes	check	shortTerm	q1
Male	Yes	No	No	11	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	73.85	926.25	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	43	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.25	1077.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	49	No	No	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	bankTransfer	51.80	2541.25	Yes	auto	midTerm	q3
Female	No	Yes	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	46.00	46.00	Yes	check	shortTerm	q1
Male	No	No	No	15	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.40	1156.10	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	bankTransfer	60.50	3694.45	No	auto	midTerm	q4
Male	Yes	No	No	17	No	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.10	382.80	No	auto	shortTerm	q2
Male	No	Yes	No	16	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	71.80	1167.80	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.05	746.75	No	auto	midTerm	q3
Male	No	Yes	No	44	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	No	mailedCheck	88.40	3912.90	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	12	No	No	DSL	No	No	No	Yes	No	No	oneYear	No	creditCard	30.25	368.85	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	20.20	No	check	shortTerm	q1
Female	Yes	No	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	electronicCheck	59.90	1654.70	No	check	midTerm	q2
Male	Yes	Yes	No	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.15	1940.85	No	auto	longTerm	q4
Female	Yes	No	Yes	5	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	46.00	221.70	Yes	check	shortTerm	q1
Male	Yes	No	No	18	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	creditCard	101.30	1794.65	No	auto	shortTerm	q2
Male	Yes	Yes	No	70	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	creditCard	76.95	5289.80	No	auto	longTerm	q4
Female	Yes	Yes	Yes	9	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	55.30	501.20	No	check	shortTerm	q1
Female	No	No	No	67	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	bankTransfer	92.45	6140.85	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	48.45	48.45	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	18	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.35	309.25	No	check	shortTerm	q2
Male	Yes	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	MtM	No	creditCard	51.75	201.10	Yes	auto	shortTerm	q1
Male	No	Yes	Yes	71	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	Yes	bankTransfer	86.70	6179.35	No	auto	longTerm	q4
Male	Yes	Yes	Yes	30	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	94.40	2838.70	Yes	check	midTerm	q3
Male	Yes	Yes	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	55.70	55.70	No	check	shortTerm	q1
Female	Yes	No	No	55	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	84.25	4589.85	No	auto	midTerm	q3
Male	Yes	No	No	59	Yes	No	DSL	No	No	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	64.65	3735.45	No	check	midTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	70.15	Yes	check	shortTerm	q1
Female	Yes	Yes	No	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.20	477.55	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	45	Yes	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	bankTransfer	54.65	2553.70	No	auto	midTerm	q3
Female	Yes	Yes	Yes	54	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.75	1342.15	No	auto	midTerm	q3
Male	Yes	Yes	Yes	51	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	23.95	1216.35	No	check	midTerm	q3
Female	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	105.00	7578.05	No	auto	longTerm	q4
Male	Yes	Yes	No	44	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	59.85	2603.95	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	42.70	No	check	shortTerm	q1
Female	Yes	No	No	66	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	oneYear	Yes	bankTransfer	92.15	6056.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	68	No	No	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	mailedCheck	44.80	2983.65	No	check	longTerm	q4
Female	Yes	No	No	31	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.90	689.35	No	auto	midTerm	q3
Female	No	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.40	2025.10	No	auto	midTerm	q2
Male	Yes	No	Yes	21	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	80.35	1747.20	No	check	midTerm	q2
Female	Yes	Yes	Yes	55	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	85.10	4657.95	No	auto	midTerm	q3
Male	Yes	No	No	9	No	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	34.70	296.10	Yes	auto	shortTerm	q1
Male	No	Yes	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	115.05	8016.60	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	81.10	81.10	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.95	433.50	No	check	midTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.55	20.55	Yes	check	shortTerm	q1
Female	Yes	No	No	61	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	106.60	6428.40	Yes	check	longTerm	q4
Female	Yes	Yes	No	67	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	86.15	5883.85	No	auto	longTerm	q4
Female	No	No	No	14	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	78.85	1043.80	No	check	shortTerm	q2
Male	Yes	Yes	No	59	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	electronicCheck	106.75	6252.90	Yes	check	midTerm	q4
Male	No	Yes	No	21	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	bankTransfer	86.55	1857.25	No	auto	midTerm	q2
Male	Yes	No	No	4	No	No	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	42.40	146.40	No	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.45	240.45	Yes	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.25	1724.15	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	97.90	315.30	Yes	check	shortTerm	q1
Male	No	No	No	21	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.50	429.55	No	auto	midTerm	q2
Male	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.60	356.15	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.25	488.25	No	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	mailedCheck	55.70	55.70	Yes	check	shortTerm	q1
Female	Yes	No	No	63	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.60	1298.70	No	check	longTerm	q4
Female	Yes	Yes	Yes	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.80	1378.75	No	auto	longTerm	q4
Male	Yes	No	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	79.80	973.45	Yes	check	shortTerm	q2
Female	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	80.20	384.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.40	8543.25	No	auto	longTerm	q4
Female	Yes	No	No	13	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	31.65	389.95	No	check	shortTerm	q2
Male	Yes	Yes	No	61	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	No	creditCard	94.15	5731.85	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.65	20.65	No	check	shortTerm	q1
Female	No	Yes	No	56	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	76.85	4275.75	No	auto	midTerm	q4
Female	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.15	84.50	No	check	shortTerm	q1
Male	Yes	No	No	35	Yes	Yes	DSL	Yes	No	No	No	No	No	twoYear	No	mailedCheck	55.25	1924.10	No	check	midTerm	q3
Female	Yes	Yes	No	18	No	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.05	669.85	Yes	check	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	82.15	5784.30	No	auto	longTerm	q4
Female	No	No	No	49	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	103.00	5166.20	No	auto	midTerm	q3
Female	Yes	Yes	No	44	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	95.10	4060.55	No	auto	midTerm	q3
Female	No	Yes	No	3	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	mailedCheck	83.90	267.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.15	3532.85	No	check	midTerm	q3
Male	Yes	Yes	No	61	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	79.80	4914.80	No	check	longTerm	q4
Male	Yes	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	creditCard	74.80	5315.80	No	auto	longTerm	q4
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.85	69.85	Yes	check	shortTerm	q1
Female	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.45	775.60	No	check	midTerm	q3
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	78.35	5445.95	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	53.55	53.55	Yes	check	shortTerm	q1
Male	Yes	No	No	51	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	19.10	1007.80	No	check	midTerm	q3
Female	Yes	Yes	Yes	42	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	833.55	No	check	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	93.90	6579.05	Yes	auto	longTerm	q4
Male	Yes	No	No	48	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.95	1004.50	No	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	113.15	7856.00	Yes	check	longTerm	q4
Female	Yes	No	No	48	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.00	1183.05	No	auto	midTerm	q3
Female	No	Yes	No	26	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	electronicCheck	84.95	2169.75	Yes	check	midTerm	q2
Male	Yes	Yes	No	11	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.50	896.90	Yes	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.30	19.30	Yes	check	shortTerm	q1
Female	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.15	501.35	No	check	midTerm	q2
Female	No	No	No	46	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	No	oneYear	Yes	bankTransfer	91.30	4126.35	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	49.65	49.65	Yes	check	shortTerm	q1
Female	Yes	No	No	46	Yes	No	DSL	No	No	Yes	Yes	No	No	twoYear	No	creditCard	54.35	2460.15	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.15	477.60	No	check	midTerm	q2
Male	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	88.45	370.65	Yes	check	shortTerm	q1
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	265.75	No	check	shortTerm	q2
Male	Yes	Yes	No	31	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	Yes	creditCard	75.50	2424.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	83.75	1849.95	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.40	61.05	No	check	shortTerm	q1
Female	Yes	No	No	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	26.50	1698.55	No	auto	longTerm	q4
Male	No	No	No	22	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	bankTransfer	90.50	1910.60	Yes	auto	midTerm	q2
Female	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.15	998.10	No	auto	midTerm	q3
Male	Yes	Yes	No	9	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	94.85	890.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	69.95	529.50	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	35	No	No	DSL	No	No	No	Yes	Yes	No	oneYear	No	mailedCheck	40.90	1383.60	No	check	midTerm	q3
Male	Yes	No	No	6	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	80.25	493.40	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	48.60	48.60	Yes	auto	shortTerm	q1
Male	Yes	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.80	1207.00	No	check	shortTerm	q2
Male	Yes	Yes	Yes	10	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	mailedCheck	60.20	563.50	No	check	shortTerm	q2
Male	Yes	No	Yes	15	Yes	No	DSL	No	No	Yes	Yes	No	No	oneYear	No	creditCard	55.20	864.55	No	auto	shortTerm	q2
Female	No	No	No	40	No	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	55.80	2109.35	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	13	Yes	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	54.15	701.05	No	auto	shortTerm	q2
Male	Yes	Yes	No	29	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.15	2265.25	Yes	auto	midTerm	q2
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.50	220.60	Yes	check	shortTerm	q1
Female	No	Yes	No	58	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	100.40	5749.80	No	auto	midTerm	q4
Female	Yes	No	No	45	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	creditCard	62.55	2796.45	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	70.45	5165.70	No	auto	longTerm	q4
Male	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	bankTransfer	85.50	5696.60	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.20	20.20	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	54.50	2076.05	No	check	midTerm	q3
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.75	44.20	No	check	shortTerm	q1
Male	Yes	No	No	11	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	215.25	No	check	shortTerm	q2
Female	No	Yes	No	20	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	91.00	1859.50	No	auto	shortTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.80	7470.10	No	auto	longTerm	q4
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.75	229.50	Yes	auto	shortTerm	q1
Male	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	mailedCheck	104.05	2470.10	Yes	check	midTerm	q2
Male	Yes	No	No	40	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	51.10	2092.90	No	check	midTerm	q3
Male	No	Yes	No	62	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	89.80	5629.55	No	auto	longTerm	q4
Female	Yes	No	Yes	22	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.55	469.85	No	check	midTerm	q2
Female	Yes	No	No	11	Yes	No	DSL	Yes	No	Yes	No	No	Yes	MtM	No	bankTransfer	64.05	733.95	No	auto	shortTerm	q2
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	485.25	No	check	shortTerm	q1
Female	Yes	No	No	13	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	96.65	1244.50	Yes	check	shortTerm	q2
Male	No	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	Yes	check	shortTerm	q1
Female	Yes	No	No	39	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.45	3994.45	Yes	check	midTerm	q3
Male	Yes	Yes	No	3	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.00	78.25	No	check	shortTerm	q1
Male	Yes	No	No	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.30	1131.50	No	auto	midTerm	q4
Male	Yes	No	Yes	6	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	26.35	184.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.90	19.90	Yes	check	shortTerm	q1
Female	Yes	Yes	No	22	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	54.70	1178.75	No	check	midTerm	q2
Male	Yes	Yes	No	14	No	No	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	46.35	667.70	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	oneYear	No	creditCard	90.25	5629.15	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.95	19.95	Yes	check	shortTerm	q1
Male	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.65	109.30	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	79.60	79.60	Yes	check	shortTerm	q1
Male	Yes	No	Yes	39	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.45	958.45	No	auto	midTerm	q3
Female	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.50	403.15	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	75.90	75.90	Yes	check	shortTerm	q1
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	76.20	76.20	Yes	check	shortTerm	q1
Male	Yes	Yes	No	64	Yes	Yes	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	creditCard	66.15	4392.50	No	auto	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.25	19.25	Yes	check	shortTerm	q1
Female	Yes	Yes	No	46	Yes	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	69.10	3168.00	No	auto	midTerm	q3
Female	No	Yes	Yes	28	No	No	DSL	No	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	39.10	1096.60	No	check	midTerm	q2
Female	Yes	Yes	No	33	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	669.45	No	check	midTerm	q3
Male	Yes	Yes	Yes	39	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	electronicCheck	59.80	2343.85	No	check	midTerm	q3
Female	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	84.30	3588.40	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	48.60	48.60	No	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.00	522.95	Yes	check	shortTerm	q1
Male	No	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	105.35	7511.90	No	auto	longTerm	q4
Male	Yes	No	No	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.10	1725.00	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	electronicCheck	49.75	49.75	No	check	shortTerm	q1
Male	Yes	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.75	1691.90	No	check	shortTerm	q2
Male	Yes	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.00	2248.05	No	check	midTerm	q2
Male	Yes	No	No	63	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	71.90	4479.20	No	auto	longTerm	q4
Female	Yes	No	Yes	44	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	77.55	3471.10	No	check	midTerm	q3
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.85	63.00	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	70.25	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.25	3314.15	No	check	midTerm	q3
Female	No	No	No	10	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	84.60	865.55	Yes	auto	shortTerm	q2
Male	Yes	No	No	34	No	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.05	852.70	No	auto	midTerm	q3
Male	Yes	Yes	No	35	No	No	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	No	creditCard	53.15	1930.90	No	auto	midTerm	q3
Female	Yes	Yes	No	4	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	20.15	91.40	No	check	shortTerm	q1
Female	No	Yes	No	39	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	101.25	3949.15	No	check	midTerm	q3
Male	No	Yes	No	43	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	100.55	4304.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	17	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	24.10	409.90	Yes	check	shortTerm	q2
Female	Yes	Yes	No	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.30	1554.90	No	auto	longTerm	q4
Female	Yes	Yes	No	49	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	71.80	3472.05	No	check	midTerm	q3
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.70	117.80	No	check	shortTerm	q1
Female	Yes	Yes	Yes	64	No	No	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	No	electronicCheck	49.85	3210.35	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.60	207.40	No	check	shortTerm	q1
Male	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.75	19.75	No	check	shortTerm	q1
Male	Yes	Yes	No	40	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	oneYear	No	electronicCheck	80.80	3132.75	No	check	midTerm	q3
Female	Yes	No	Yes	1	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	electronicCheck	60.00	60.00	Yes	check	shortTerm	q1
Male	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.55	649.65	Yes	check	shortTerm	q1
Female	No	Yes	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.85	20.85	Yes	check	shortTerm	q1
Female	No	Yes	No	34	Yes	No	DSL	No	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	64.20	2106.30	No	auto	midTerm	q3
Female	Yes	Yes	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	35.00	35.00	No	check	shortTerm	q1
Female	Yes	No	No	39	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.75	2011.40	Yes	check	midTerm	q3
Female	No	Yes	No	58	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.50	6205.50	Yes	auto	midTerm	q4
Male	Yes	Yes	Yes	45	Yes	No	No	No	No	No	No	No	No	twoYear	No	electronicCheck	19.20	903.70	No	check	midTerm	q3
Male	No	No	No	6	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	85.15	503.60	Yes	auto	shortTerm	q1
Male	Yes	No	No	43	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	90.65	3882.30	No	auto	midTerm	q3
Male	Yes	Yes	Yes	41	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.00	879.80	No	check	midTerm	q3
Male	Yes	No	No	5	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.65	383.65	No	check	shortTerm	q1
Male	Yes	No	No	72	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	61.20	4390.25	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.95	68.20	No	check	shortTerm	q1
Male	Yes	Yes	Yes	9	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	54.80	452.80	No	check	shortTerm	q1
Male	No	Yes	No	72	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	twoYear	Yes	creditCard	73.45	5329.00	No	auto	longTerm	q4
Female	Yes	Yes	No	33	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	mailedCheck	51.45	1758.90	No	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	twoYear	No	bankTransfer	80.45	5737.60	No	auto	longTerm	q4
Male	Yes	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	electronicCheck	54.20	1152.70	Yes	check	midTerm	q2
Female	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	109.50	7674.55	Yes	check	longTerm	q4
Male	Yes	Yes	Yes	21	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	No	electronicCheck	104.40	2157.95	Yes	check	midTerm	q2
Male	Yes	No	No	15	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	85.30	1219.85	No	check	shortTerm	q2
Male	No	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	79.30	2414.55	No	check	midTerm	q2
Female	Yes	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	bankTransfer	76.50	1155.60	No	auto	shortTerm	q2
Male	No	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	105.10	7548.10	Yes	auto	longTerm	q4
Male	No	No	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.40	1809.35	No	auto	longTerm	q4
Female	Yes	Yes	No	19	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.85	1564.40	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	19.65	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	75.70	75.70	Yes	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.55	84.40	No	check	shortTerm	q1
Female	No	Yes	Yes	11	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	creditCard	78.10	864.85	No	auto	shortTerm	q2
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.30	228.75	No	check	shortTerm	q2
Female	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.50	7752.05	No	check	longTerm	q4
Female	No	Yes	No	20	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	90.80	1951.00	Yes	check	shortTerm	q2
Female	Yes	No	No	23	Yes	No	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	20.30	470.60	No	auto	midTerm	q2
Male	No	No	No	49	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	81.35	4060.90	No	auto	midTerm	q3
Female	Yes	Yes	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.95	384.50	Yes	check	shortTerm	q1
Male	Yes	No	No	32	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	108.15	3432.90	Yes	auto	midTerm	q3
Male	Yes	No	Yes	2	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.30	108.65	No	check	shortTerm	q1
Male	No	Yes	No	69	No	No	DSL	Yes	Yes	No	No	Yes	Yes	twoYear	No	creditCard	56.55	3952.65	No	auto	longTerm	q4
Male	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	creditCard	80.50	463.05	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	24	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.70	494.05	No	check	midTerm	q2
Female	Yes	No	No	32	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.05	3416.85	No	auto	midTerm	q3
Female	Yes	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	52.85	1498.65	No	auto	midTerm	q2
Female	No	Yes	No	27	Yes	Yes	fiberOptic	Yes	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	104.30	2867.75	Yes	auto	midTerm	q2
Male	Yes	No	No	58	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	MtM	No	bankTransfer	80.65	4807.35	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	71.35	71.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	18	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.65	471.35	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	21.30	1041.80	No	auto	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	110.20	7689.80	No	check	longTerm	q4
Female	Yes	No	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	electronicCheck	89.40	1132.35	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	36	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	51.05	1815.00	No	auto	midTerm	q3
Male	Yes	No	No	67	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.80	1311.30	No	check	longTerm	q4
Female	Yes	No	No	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.90	199.45	No	check	shortTerm	q2
Male	No	No	No	19	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	87.30	1637.30	No	check	shortTerm	q2
Female	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.85	1326.35	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	89.40	6376.55	No	check	longTerm	q4
Female	Yes	Yes	Yes	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.00	935.90	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	83.25	1611.15	No	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.60	20.60	Yes	check	shortTerm	q1
Male	No	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	102.90	6989.70	No	auto	longTerm	q4
Male	Yes	Yes	Yes	69	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	39.10	2779.50	No	check	longTerm	q4
Male	Yes	No	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.95	1931.75	Yes	check	shortTerm	q2
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	mailedCheck	114.50	8331.95	No	check	longTerm	q4
Female	No	No	No	38	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.20	735.90	No	check	midTerm	q3
Male	No	Yes	No	40	Yes	No	DSL	No	No	No	No	No	Yes	oneYear	No	electronicCheck	55.80	2283.30	No	check	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.20	1445.20	No	check	longTerm	q4
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	81.00	818.05	Yes	auto	shortTerm	q2
Male	Yes	Yes	No	32	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	oneYear	Yes	creditCard	72.80	2333.05	No	auto	midTerm	q3
Female	Yes	No	No	21	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	99.85	1992.55	No	auto	midTerm	q2
Female	No	No	No	59	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.50	5890.00	No	check	midTerm	q4
Female	No	Yes	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.15	916.75	Yes	check	shortTerm	q2
Female	Yes	No	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.25	1029.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	26.00	1796.55	No	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.90	33.70	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	22	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.05	454.05	No	auto	midTerm	q2
Male	No	Yes	No	15	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	96.50	1392.25	No	check	shortTerm	q2
Female	Yes	No	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	1049.60	No	auto	midTerm	q3
Female	No	Yes	No	28	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	25.70	734.60	No	check	midTerm	q2
Male	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.30	475.10	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	70.15	Yes	check	shortTerm	q1
Male	No	Yes	No	16	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	91.55	1540.05	No	check	shortTerm	q2
Female	Yes	Yes	Yes	48	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	mailedCheck	39.40	1978.65	No	check	midTerm	q3
Male	No	Yes	No	30	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	bankTransfer	105.70	3181.80	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.25	229.70	No	check	shortTerm	q1
Male	No	No	No	57	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	twoYear	No	electronicCheck	93.75	5625.55	No	check	midTerm	q4
Female	No	Yes	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	creditCard	96.55	6581.90	Yes	auto	longTerm	q4
Female	Yes	Yes	No	23	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	No	bankTransfer	60.00	1347.15	No	auto	midTerm	q2
Female	Yes	Yes	No	65	Yes	No	DSL	No	No	No	Yes	Yes	No	twoYear	Yes	creditCard	59.80	3808.20	No	auto	longTerm	q4
Male	Yes	Yes	No	44	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	90.65	3974.15	No	auto	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.00	7661.80	No	auto	longTerm	q4
Female	Yes	Yes	No	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	creditCard	68.10	2479.25	No	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	266.60	No	check	shortTerm	q2
Male	Yes	Yes	Yes	69	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	81.95	5601.40	No	auto	longTerm	q4
Female	Yes	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	electronicCheck	60.55	1982.60	No	check	midTerm	q3
Male	Yes	No	No	5	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	65.60	339.90	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	twoYear	No	bankTransfer	82.50	4828.05	No	auto	midTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	82.30	5980.55	No	auto	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	68.15	4808.70	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.30	20.30	No	auto	shortTerm	q1
Female	Yes	No	No	39	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	95.55	3692.85	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	53	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.20	1068.15	No	auto	midTerm	q3
Female	Yes	No	No	27	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.20	2383.60	No	check	midTerm	q2
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.30	89.30	Yes	check	shortTerm	q1
Female	Yes	Yes	No	18	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	electronicCheck	74.80	1438.05	No	check	shortTerm	q2
Male	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.20	917.45	No	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	84.40	6096.45	No	auto	longTerm	q4
Female	Yes	No	No	36	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	87.55	3078.10	Yes	check	midTerm	q3
Female	Yes	Yes	No	4	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.15	99.95	No	check	shortTerm	q1
Female	Yes	No	No	25	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.80	475.20	No	auto	midTerm	q2
Female	Yes	Yes	Yes	40	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.85	2036.55	No	check	midTerm	q3
Male	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	102.40	6444.05	No	check	longTerm	q4
Female	No	No	No	15	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	Yes	MtM	Yes	mailedCheck	96.30	1426.75	Yes	check	shortTerm	q2
Male	Yes	No	No	14	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	55.50	767.55	No	auto	shortTerm	q2
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.75	7932.50	No	auto	longTerm	q4
Male	Yes	No	No	39	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.40	4040.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	47	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	60.00	2768.65	No	auto	midTerm	q3
Male	Yes	Yes	No	19	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	creditCard	88.80	1672.35	No	auto	shortTerm	q2
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.20	474.80	Yes	check	shortTerm	q1
Female	Yes	No	No	13	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.10	446.10	Yes	check	shortTerm	q2
Female	Yes	No	No	17	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	bankTransfer	80.05	1345.65	No	auto	shortTerm	q2
Male	No	Yes	No	34	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.55	2425.40	No	check	midTerm	q3
Female	Yes	No	No	42	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	49.55	2077.95	No	check	midTerm	q3
Male	Yes	Yes	No	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.30	416.30	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	23.90	1663.50	No	auto	longTerm	q4
Male	No	Yes	No	19	Yes	No	DSL	Yes	No	Yes	No	Yes	No	MtM	No	bankTransfer	66.40	1286.05	No	auto	shortTerm	q2
Female	Yes	No	Yes	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.60	35.85	Yes	check	shortTerm	q1
Male	Yes	No	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	18.80	1094.35	No	auto	midTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.40	7719.50	No	check	longTerm	q4
Female	Yes	No	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	85.95	514.60	No	check	shortTerm	q1
Female	Yes	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.45	1451.60	Yes	check	shortTerm	q2
Male	Yes	Yes	No	61	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	80.90	4932.50	No	auto	longTerm	q4
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	71.00	71.00	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	48	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	111.80	5443.65	No	auto	midTerm	q3
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.60	330.25	No	auto	shortTerm	q2
Male	No	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.05	746.50	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	44.60	122.70	No	check	shortTerm	q1
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.40	44.40	Yes	check	shortTerm	q1
Male	Yes	No	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	No	creditCard	105.10	6631.85	No	auto	longTerm	q4
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	115.15	8250.00	No	auto	longTerm	q4
Male	Yes	Yes	No	60	Yes	No	DSL	Yes	No	No	No	Yes	No	oneYear	Yes	mailedCheck	59.80	3561.15	No	check	midTerm	q4
Female	Yes	Yes	No	69	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	electronicCheck	26.30	1763.55	No	check	longTerm	q4
Female	No	No	No	35	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.55	2419.00	No	check	midTerm	q3
Female	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.05	470.20	No	check	midTerm	q2
Male	Yes	Yes	Yes	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	No	bankTransfer	79.85	5234.95	No	auto	longTerm	q4
Male	No	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes	check	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	79.35	79.35	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	34	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	90.05	3097.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.45	1709.10	No	auto	longTerm	q4
Male	Yes	Yes	Yes	31	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	59.95	1848.80	No	check	midTerm	q3
Male	Yes	No	Yes	30	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	bankTransfer	25.35	723.30	No	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	90.80	809.75	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.45	1470.95	Yes	check	shortTerm	q2
Male	No	Yes	No	19	No	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	34.30	577.15	No	auto	shortTerm	q2
Female	Yes	Yes	No	65	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.05	6914.95	No	check	longTerm	q4
Female	Yes	Yes	Yes	30	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.30	602.90	No	check	midTerm	q3
Male	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.15	124.40	No	check	shortTerm	q1
Female	Yes	No	No	2	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	51.40	96.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	53	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	MtM	No	electronicCheck	71.85	3827.90	No	check	midTerm	q3
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	533.05	No	check	shortTerm	q1
Female	Yes	Yes	Yes	61	Yes	No	DSL	Yes	No	No	No	No	No	oneYear	Yes	bankTransfer	49.70	2961.40	No	auto	longTerm	q4
Male	No	No	No	70	No	No	DSL	No	No	No	No	Yes	Yes	oneYear	Yes	electronicCheck	45.25	3264.45	Yes	check	longTerm	q4
Female	Yes	No	No	13	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	78.75	995.35	No	check	shortTerm	q2
Male	No	Yes	No	35	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	oneYear	Yes	bankTransfer	81.60	2815.25	No	auto	midTerm	q3
Female	Yes	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	70.40	154.80	No	auto	shortTerm	q1
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.80	246.30	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	76.10	257.60	No	check	shortTerm	q1
Female	Yes	No	No	62	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	94.00	5757.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	103.95	7517.70	No	auto	longTerm	q4
Male	Yes	Yes	No	63	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.95	1234.80	No	auto	longTerm	q4
Male	No	No	No	20	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	71.30	1389.20	Yes	auto	shortTerm	q2
Female	No	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	110.80	3836.30	No	auto	midTerm	q3
Male	No	Yes	No	21	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.10	1474.75	Yes	check	midTerm	q2
Male	Yes	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	electronicCheck	96.10	6001.45	No	check	longTerm	q4
Female	Yes	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	48.80	720.10	No	check	shortTerm	q2
Female	Yes	No	No	55	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	50.55	2832.75	No	auto	midTerm	q3
Female	Yes	No	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.65	472.25	No	check	shortTerm	q2
Female	Yes	Yes	Yes	17	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	88.25	1460.65	Yes	check	shortTerm	q2
Female	Yes	No	No	61	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	19.45	1336.35	No	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.30	6388.65	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.00	153.05	Yes	auto	shortTerm	q1
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.25	677.90	No	check	midTerm	q3
Female	Yes	No	No	17	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.50	1165.60	No	auto	shortTerm	q2
Female	Yes	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	97.35	2119.50	Yes	check	midTerm	q2
Female	Yes	Yes	No	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.65	921.55	No	auto	midTerm	q3
Female	Yes	Yes	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.85	72.00	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.65	68.35	No	check	shortTerm	q1
Male	No	Yes	No	44	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.35	847.25	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.00	44.00	No	check	shortTerm	q1
Female	Yes	Yes	Yes	44	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	oneYear	No	electronicCheck	94.40	4295.35	No	check	midTerm	q3
Male	Yes	Yes	Yes	5	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.90	135.00	Yes	auto	shortTerm	q1
Male	Yes	No	No	24	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	55.65	1400.55	Yes	auto	midTerm	q2
Female	Yes	No	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes	check	shortTerm	q1
Female	Yes	No	No	18	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	75.40	1380.40	No	check	shortTerm	q2
Female	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.60	1060.20	Yes	check	shortTerm	q2
Female	Yes	Yes	No	65	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	No	bankTransfer	71.00	4386.20	No	auto	longTerm	q4
Female	No	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	86.00	86.00	Yes	check	shortTerm	q1
Female	Yes	No	No	53	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	106.95	5785.50	Yes	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	21.20	52.05	No	check	shortTerm	q1
Male	Yes	Yes	No	33	Yes	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	61.05	2018.40	No	check	midTerm	q3
Male	Yes	No	No	3	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	29.60	79.45	Yes	check	shortTerm	q1
Female	Yes	No	No	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	79.95	2727.30	No	auto	midTerm	q3
Female	Yes	Yes	Yes	14	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.70	263.65	No	check	shortTerm	q2
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.30	275.40	No	check	shortTerm	q2
Male	No	Yes	No	46	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	59.90	2816.65	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	23	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	24.35	538.50	No	check	midTerm	q2
Female	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	948.90	No	check	midTerm	q3
Male	Yes	No	Yes	17	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.30	846.80	No	check	shortTerm	q2
Female	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.60	4783.50	Yes	check	midTerm	q3
Male	No	Yes	No	59	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.25	2997.45	No	check	midTerm	q4
Female	Yes	No	No	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.35	5897.40	No	auto	longTerm	q4
Male	Yes	No	No	11	No	No	DSL	No	No	Yes	No	Yes	No	oneYear	Yes	electronicCheck	41.60	470.60	Yes	check	shortTerm	q2
Male	Yes	No	No	10	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	51.65	524.50	No	check	shortTerm	q2
Male	Yes	Yes	Yes	12	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.00	269.65	No	auto	shortTerm	q2
Male	Yes	No	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	creditCard	100.85	4740.00	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	39	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	59.85	2341.50	No	check	midTerm	q3
Male	No	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.45	1789.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	23.90	1626.40	No	auto	longTerm	q4
Female	Yes	Yes	Yes	33	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	creditCard	24.15	800.30	No	auto	midTerm	q3
Male	No	No	No	67	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	75.70	5060.85	No	check	longTerm	q4
Male	Yes	Yes	Yes	37	No	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	40.20	1448.80	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	84.50	4254.85	Yes	check	midTerm	q3
Female	Yes	Yes	No	9	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	50.85	466.60	No	check	shortTerm	q1
Male	Yes	Yes	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	twoYear	Yes	creditCard	91.60	4627.80	No	auto	midTerm	q3
Female	Yes	No	No	70	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	electronicCheck	98.90	6838.60	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	No	check	shortTerm	q1
Female	No	No	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	78.95	1101.85	Yes	check	shortTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	44.30	44.30	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	20.20	Yes	check	shortTerm	q1
Female	Yes	No	No	52	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	oneYear	Yes	mailedCheck	80.20	4297.60	No	check	midTerm	q3
Male	Yes	No	No	6	Yes	No	DSL	No	No	Yes	No	Yes	No	MtM	No	mailedCheck	60.90	414.10	No	check	shortTerm	q1
Male	Yes	Yes	No	7	No	No	DSL	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	34.20	256.60	No	check	shortTerm	q1
Female	No	No	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	bankTransfer	85.20	3969.35	Yes	auto	midTerm	q3
Female	Yes	No	No	26	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	87.15	2274.10	No	auto	midTerm	q2
Male	Yes	Yes	Yes	25	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	54.30	1296.80	No	check	midTerm	q2
Male	Yes	No	No	69	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.10	1268.85	No	check	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	112.75	8192.60	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.95	59.25	No	check	shortTerm	q1
Male	Yes	Yes	Yes	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.50	1147.85	No	check	midTerm	q4
Male	Yes	No	No	67	Yes	No	DSL	Yes	No	Yes	No	No	Yes	twoYear	No	bankTransfer	65.55	4361.55	No	auto	longTerm	q4
Female	No	No	No	26	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.80	2006.10	No	check	midTerm	q2
Female	Yes	No	No	27	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	78.20	2078.95	No	check	midTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	No	bankTransfer	105.25	7609.75	No	auto	longTerm	q4
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	89.25	487.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.65	1218.45	No	auto	longTerm	q4
Male	Yes	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	68.70	1416.20	No	check	shortTerm	q2
Male	Yes	No	No	6	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	MtM	No	creditCard	78.65	483.30	No	auto	shortTerm	q1
Male	Yes	No	No	51	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.75	1234.60	No	check	midTerm	q3
Female	Yes	Yes	Yes	61	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.75	1311.60	No	auto	longTerm	q4
Male	No	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	89.10	5618.30	No	check	longTerm	q4
Female	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	No	twoYear	Yes	bankTransfer	84.70	6185.15	No	auto	longTerm	q4
Male	No	Yes	No	13	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	98.00	1237.85	Yes	check	shortTerm	q2
Male	Yes	Yes	No	5	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	94.45	498.10	Yes	check	shortTerm	q1
Male	No	No	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.00	294.45	Yes	check	shortTerm	q1
Female	No	Yes	No	26	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	93.85	2381.55	Yes	check	midTerm	q2
Male	No	No	No	13	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	59.90	788.35	No	check	shortTerm	q2
Female	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.95	756.40	No	check	midTerm	q3
Female	No	Yes	No	8	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.00	613.40	Yes	check	shortTerm	q1
Male	No	Yes	Yes	34	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	108.90	3625.20	No	check	midTerm	q3
Male	Yes	No	No	18	No	No	DSL	Yes	No	Yes	No	No	No	MtM	No	mailedCheck	33.60	550.35	No	check	shortTerm	q2
Male	Yes	Yes	Yes	56	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	oneYear	Yes	mailedCheck	85.85	4793.80	No	check	midTerm	q4
Female	Yes	No	No	36	No	No	DSL	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	34.85	1267.20	No	auto	midTerm	q3
Female	Yes	Yes	No	9	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.75	442.20	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	84.85	84.85	Yes	check	shortTerm	q1
Male	Yes	No	No	12	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	mailedCheck	56.65	654.85	Yes	check	shortTerm	q2
Female	No	Yes	Yes	57	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	95.30	5567.45	No	auto	midTerm	q4
Female	Yes	No	No	42	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	73.90	3160.55	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	33	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.50	740.30	Yes	check	midTerm	q3
Male	Yes	Yes	No	70	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	84.60	5706.20	No	auto	longTerm	q4
Female	Yes	No	No	68	No	No	DSL	No	Yes	No	Yes	No	Yes	MtM	No	electronicCheck	44.95	3085.35	No	check	longTerm	q4
Male	Yes	No	Yes	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.70	24.70	No	check	shortTerm	q1
Female	Yes	No	No	37	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	creditCard	100.30	3541.40	No	auto	midTerm	q3
Female	Yes	No	Yes	4	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.45	84.20	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	50.70	50.70	No	check	shortTerm	q1
Male	Yes	No	No	20	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	MtM	Yes	creditCard	55.00	1165.55	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	68.40	4855.35	No	auto	longTerm	q4
Female	Yes	No	No	31	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.90	2806.90	Yes	check	midTerm	q3
Male	No	Yes	No	18	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	78.55	1422.65	Yes	check	shortTerm	q2
Male	Yes	Yes	No	11	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	55.05	608.15	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	33	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.80	641.35	No	auto	midTerm	q3
Female	No	No	No	62	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	No	electronicCheck	84.45	4959.15	No	check	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	35.90	35.90	No	check	shortTerm	q1
Male	Yes	Yes	No	16	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	80.75	1321.30	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	22	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	78.65	1663.75	No	check	midTerm	q2
Female	Yes	Yes	Yes	49	Yes	No	DSL	Yes	No	Yes	Yes	No	No	MtM	No	bankTransfer	61.75	3024.15	No	auto	midTerm	q3
Male	Yes	Yes	Yes	36	Yes	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	creditCard	63.70	2188.50	No	auto	midTerm	q3
Male	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	No	Yes	MtM	Yes	electronicCheck	99.45	4138.05	Yes	check	midTerm	q3
Male	No	No	No	4	No	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.20	102.50	Yes	auto	shortTerm	q1
Female	Yes	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	oneYear	No	mailedCheck	74.05	872.65	Yes	check	shortTerm	q2
Female	Yes	No	No	31	Yes	No	fiberOptic	Yes	No	Yes	Yes	No	No	MtM	No	electronicCheck	87.60	2724.25	No	check	midTerm	q3
Male	Yes	Yes	No	5	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	89.15	413.25	No	check	shortTerm	q1
Male	Yes	Yes	Yes	66	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.00	1374.20	No	auto	longTerm	q4
Female	No	No	No	15	Yes	Yes	DSL	No	No	No	Yes	No	No	MtM	No	creditCard	55.00	757.10	Yes	auto	shortTerm	q2
Male	Yes	No	No	64	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	104.40	6692.65	No	auto	longTerm	q4
Male	Yes	Yes	Yes	10	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.05	218.50	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	7	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	89.75	608.80	Yes	check	shortTerm	q1
Male	Yes	No	No	29	No	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	34.30	1004.75	No	check	midTerm	q2
Male	Yes	No	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.65	1125.60	No	auto	midTerm	q4
Female	Yes	No	No	46	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	mailedCheck	84.25	3847.60	No	check	midTerm	q3
Male	Yes	No	No	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.65	978.00	No	auto	midTerm	q3
Female	Yes	No	No	17	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	creditCard	79.85	1387.35	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.20	746.05	No	check	midTerm	q3
Male	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.80	304.60	No	check	shortTerm	q2
Female	Yes	No	No	22	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	50.35	1098.85	No	check	midTerm	q2
Male	Yes	Yes	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	85.15	1139.20	Yes	check	shortTerm	q2
Female	Yes	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	74.60	4368.95	No	auto	midTerm	q4
Male	No	No	No	11	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	79.15	827.70	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.35	20.35	No	check	shortTerm	q1
Male	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	21.05	262.05	No	auto	shortTerm	q2
Male	No	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.60	279.55	Yes	check	shortTerm	q1
Male	Yes	No	Yes	36	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.70	3512.50	No	check	midTerm	q3
Male	Yes	No	No	16	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.25	1483.25	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	creditCard	72.45	4653.85	Yes	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	electronicCheck	74.95	151.75	No	check	shortTerm	q1
Female	Yes	No	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.20	4400.75	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	111.95	8033.10	No	auto	longTerm	q4
Male	Yes	No	No	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.85	1253.65	No	auto	longTerm	q4
Female	Yes	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.75	552.65	No	check	shortTerm	q1
Male	Yes	Yes	No	48	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.05	1036.00	No	check	midTerm	q3
Male	Yes	No	No	35	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	108.95	4025.50	No	check	midTerm	q3
Male	Yes	No	Yes	52	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.65	928.40	No	auto	midTerm	q3
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	24.90	24.90	No	check	shortTerm	q1
Male	Yes	Yes	No	6	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	82.85	460.25	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	93.20	6506.15	No	auto	longTerm	q4
Female	Yes	Yes	Yes	67	Yes	No	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	84.80	5598.30	No	auto	longTerm	q4
Male	No	No	No	60	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	71.75	4374.55	No	check	midTerm	q4
Male	Yes	Yes	Yes	23	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	bankTransfer	30.35	678.75	No	auto	midTerm	q2
Male	Yes	No	Yes	39	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	bankTransfer	54.85	2191.70	No	auto	midTerm	q3
Male	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.50	239.75	No	check	shortTerm	q2
Male	No	Yes	No	53	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.85	5485.50	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	24	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.20	609.05	No	check	midTerm	q2
Female	Yes	Yes	Yes	37	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.35	683.75	No	check	midTerm	q3
Female	Yes	Yes	Yes	5	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	83.60	404.20	Yes	check	shortTerm	q1
Female	No	Yes	No	50	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	100.65	5189.75	No	check	midTerm	q3
Female	Yes	No	No	54	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	94.10	5060.90	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.55	233.65	No	check	shortTerm	q1
Male	Yes	No	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	108.45	7176.55	Yes	check	longTerm	q4
Male	Yes	No	No	5	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	56.15	291.45	No	check	shortTerm	q1
Male	Yes	No	No	33	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.35	689.75	No	check	midTerm	q3
Female	Yes	No	No	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	80.55	3263.90	No	check	midTerm	q3
Female	Yes	Yes	Yes	34	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	61.25	1993.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.45	254.50	No	check	shortTerm	q2
Female	Yes	No	No	20	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	18.90	347.65	No	auto	shortTerm	q2
Female	No	No	No	51	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.60	967.90	No	auto	midTerm	q3
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	creditCard	91.50	242.95	Yes	auto	shortTerm	q1
Female	Yes	No	Yes	41	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	45.20	1841.90	No	auto	midTerm	q3
Female	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.45	232.10	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	35	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.45	809.25	No	auto	midTerm	q3
Male	Yes	Yes	No	12	Yes	No	fiberOptic	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	80.85	866.45	Yes	auto	shortTerm	q2
Male	Yes	No	No	4	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	94.90	360.55	No	check	shortTerm	q1
Female	Yes	No	No	43	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	49.05	2076.20	Yes	auto	midTerm	q3
Female	No	Yes	Yes	12	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	29.30	355.90	No	check	shortTerm	q2
Male	No	Yes	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.30	7299.65	Yes	check	longTerm	q4
Male	No	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.95	2291.20	Yes	check	midTerm	q2
Female	Yes	No	No	7	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.25	129.15	No	check	shortTerm	q1
Male	No	Yes	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	110.85	7491.75	Yes	check	longTerm	q4
Female	Yes	Yes	No	53	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	110.50	5835.50	No	check	midTerm	q3
Male	No	No	No	63	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	109.40	7031.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.20	7723.90	Yes	auto	longTerm	q4
Male	No	Yes	No	27	No	No	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	36.50	1032.00	Yes	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	70.75	70.75	Yes	check	shortTerm	q1
Female	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	109.60	No	check	shortTerm	q1
Female	No	Yes	No	37	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.60	727.80	No	check	midTerm	q3
Male	Yes	No	No	3	No	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	mailedCheck	40.15	130.75	Yes	check	shortTerm	q1
Female	Yes	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.60	893.00	No	check	shortTerm	q2
Female	Yes	Yes	Yes	38	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.60	763.10	No	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	85.30	781.40	No	auto	shortTerm	q1
Male	Yes	Yes	No	13	Yes	Yes	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	65.85	902.25	No	check	shortTerm	q2
Male	No	Yes	No	29	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.45	2653.65	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	47	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.05	1016.70	No	auto	midTerm	q3
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	99.40	5943.65	No	auto	longTerm	q4
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	275.70	No	check	shortTerm	q2
Female	Yes	Yes	Yes	41	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	electronicCheck	78.45	3126.45	No	check	midTerm	q3
Female	Yes	No	Yes	43	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	electronicCheck	25.10	1070.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	36	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	97.35	3457.90	Yes	auto	midTerm	q3
Female	Yes	No	No	6	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.00	340.40	No	check	shortTerm	q1
Female	Yes	No	No	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	71.10	4299.20	No	auto	midTerm	q4
Male	Yes	No	No	19	Yes	No	DSL	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	61.55	1093.20	No	auto	shortTerm	q2
Male	Yes	Yes	No	11	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.90	521.90	No	auto	shortTerm	q2
Female	Yes	No	No	39	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	40.30	1630.40	No	auto	midTerm	q3
Female	No	No	No	8	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	87.10	713.60	No	check	shortTerm	q1
Female	Yes	No	Yes	26	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	49.50	1265.65	No	check	midTerm	q2
Female	No	No	No	53	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	73.80	4003.85	No	auto	midTerm	q3
Female	Yes	Yes	Yes	70	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.20	1401.40	No	check	longTerm	q4
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	45.30	45.30	Yes	check	shortTerm	q1
Male	Yes	No	No	59	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.00	1510.50	No	check	midTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	94.95	178.10	Yes	check	shortTerm	q1
Male	Yes	No	No	7	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.30	264.80	No	check	shortTerm	q1
Female	Yes	No	Yes	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.55	480.60	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	59	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	76.75	4541.90	No	auto	midTerm	q4
Male	Yes	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	81.00	4976.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.55	7542.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	18.80	251.25	No	check	shortTerm	q2
Female	Yes	Yes	Yes	64	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	mailedCheck	24.90	1595.50	No	check	longTerm	q4
Male	Yes	Yes	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	23.45	23.45	Yes	check	shortTerm	q1
Female	Yes	No	No	10	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	No	mailedCheck	64.90	685.55	No	check	shortTerm	q2
Female	Yes	Yes	Yes	65	Yes	No	DSL	Yes	Yes	Yes	No	No	No	oneYear	No	bankTransfer	61.35	3874.10	No	auto	longTerm	q4
Female	Yes	Yes	No	62	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	113.95	6891.40	No	check	longTerm	q4
Female	Yes	Yes	No	55	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	90.15	4916.95	No	check	midTerm	q3
Female	Yes	Yes	No	25	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.10	1373.00	No	check	midTerm	q2
Male	Yes	No	No	1	No	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	29.70	29.70	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	creditCard	49.80	49.80	No	auto	shortTerm	q1
Female	Yes	Yes	No	59	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	101.10	6039.90	Yes	check	midTerm	q4
Male	No	Yes	Yes	64	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.40	1548.65	No	auto	longTerm	q4
Male	Yes	Yes	No	36	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.00	3440.25	No	auto	midTerm	q3
Female	Yes	No	No	3	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	50.65	151.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	twoYear	Yes	mailedCheck	69.90	4226.70	No	check	longTerm	q4
Male	Yes	No	Yes	26	No	No	DSL	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	39.95	1023.75	No	auto	midTerm	q2
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.40	55.40	Yes	check	shortTerm	q1
Female	No	Yes	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	90.60	90.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	103.25	7074.40	No	auto	longTerm	q4
Male	No	Yes	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	86.85	156.35	Yes	check	shortTerm	q1
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	bankTransfer	94.25	6849.75	No	auto	longTerm	q4
Female	Yes	Yes	No	71	No	No	DSL	No	No	Yes	Yes	No	Yes	twoYear	Yes	electronicCheck	47.05	3263.60	No	check	longTerm	q4
Male	Yes	No	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.55	1252.85	No	auto	midTerm	q4
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.65	67.55	No	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.20	70.20	No	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	81.00	5750.00	No	auto	longTerm	q4
Male	Yes	Yes	Yes	21	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	75.90	1549.75	No	auto	midTerm	q2
Female	Yes	Yes	Yes	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.70	1810.55	No	auto	longTerm	q4
Female	No	Yes	No	29	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	99.05	2952.85	Yes	auto	midTerm	q2
Female	No	No	No	69	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	110.25	7467.55	No	auto	longTerm	q4
Female	Yes	Yes	No	64	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.00	5484.40	No	auto	longTerm	q4
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.75	294.90	No	auto	shortTerm	q2
Female	Yes	No	No	4	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	23.90	97.50	No	check	shortTerm	q1
Female	Yes	No	No	52	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	111.25	5916.45	Yes	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	MtM	Yes	mailedCheck	55.10	113.35	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	19.95	No	check	shortTerm	q1
Male	Yes	No	No	18	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	25.15	476.80	No	check	shortTerm	q2
Female	Yes	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	mailedCheck	54.15	101.65	No	check	shortTerm	q1
Female	Yes	Yes	No	19	Yes	No	DSL	No	Yes	No	No	No	Yes	MtM	Yes	mailedCheck	59.80	1130.85	No	check	shortTerm	q2
Female	Yes	No	No	40	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	No	bankTransfer	83.85	3532.25	No	auto	midTerm	q3
Female	No	Yes	Yes	66	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.90	6891.45	No	check	longTerm	q4
Male	Yes	No	No	21	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.30	1570.70	No	check	midTerm	q2
Male	Yes	No	No	8	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	66.65	520.95	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.50	7854.90	No	auto	longTerm	q4
Female	Yes	No	No	48	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	bankTransfer	73.85	3581.40	No	auto	midTerm	q3
Male	Yes	No	No	69	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.30	1447.90	No	auto	longTerm	q4
Male	Yes	No	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	118.20	8547.15	No	check	longTerm	q4
Female	Yes	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	creditCard	51.45	727.85	No	auto	shortTerm	q2
Male	Yes	No	No	6	Yes	No	DSL	No	Yes	No	No	Yes	No	MtM	No	electronicCheck	59.45	357.60	No	check	shortTerm	q1
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.50	159.35	No	auto	shortTerm	q1
Female	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.55	280.85	No	check	shortTerm	q2
Male	Yes	No	No	65	Yes	Yes	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	No	electronicCheck	93.55	6069.25	No	check	longTerm	q4
Female	Yes	Yes	Yes	57	Yes	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	59.30	3274.35	No	check	midTerm	q4
Male	Yes	Yes	No	13	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.25	1359.00	Yes	auto	shortTerm	q2
Male	No	No	No	19	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	95.90	1777.90	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	56	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	109.80	6109.65	No	auto	midTerm	q4
Female	Yes	Yes	No	14	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.10	1122.40	No	check	shortTerm	q2
Male	Yes	Yes	No	52	No	No	DSL	Yes	No	No	No	No	Yes	MtM	Yes	electronicCheck	39.90	2020.90	No	check	midTerm	q3
Female	Yes	No	No	58	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	Yes	creditCard	64.90	3795.45	No	auto	midTerm	q4
Female	No	No	No	47	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	95.05	4504.55	Yes	check	midTerm	q3
Female	Yes	No	No	67	No	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	creditCard	53.40	3579.15	No	auto	longTerm	q4
Male	Yes	No	No	2	No	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	24.90	49.70	No	auto	shortTerm	q1
Male	No	No	No	6	Yes	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	44.70	276.50	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	114.00	8175.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.25	890.35	No	auto	midTerm	q3
Female	Yes	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	creditCard	53.85	259.80	Yes	auto	shortTerm	q1
Male	No	Yes	No	67	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	bankTransfer	83.85	5588.80	No	auto	longTerm	q4
Male	Yes	No	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.20	50.60	No	auto	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.95	58.00	No	check	shortTerm	q1
Male	No	Yes	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.20	5568.35	Yes	check	midTerm	q3
Female	Yes	Yes	No	42	Yes	Yes	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	50.25	2203.65	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	50	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	20.35	938.95	No	check	midTerm	q3
Male	No	Yes	No	23	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	90.00	2024.10	No	check	midTerm	q2
Female	Yes	Yes	Yes	67	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	creditCard	54.20	3623.95	No	auto	longTerm	q4
Female	Yes	No	No	25	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	99.50	2369.05	Yes	check	midTerm	q2
Female	No	Yes	No	39	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	mailedCheck	99.10	3877.95	No	check	midTerm	q3
Female	Yes	No	No	69	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	mailedCheck	66.90	4577.90	No	check	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	oneYear	No	mailedCheck	25.85	25.85	No	check	shortTerm	q1
Male	Yes	No	No	32	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	91.05	2871.50	No	check	midTerm	q3
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	71.00	672.55	Yes	check	shortTerm	q1
Female	Yes	No	No	16	Yes	No	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	93.20	1573.70	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	60	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.95	1270.55	No	auto	midTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.20	7711.45	No	auto	longTerm	q4
Male	Yes	Yes	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.35	126.05	Yes	check	shortTerm	q1
Female	No	No	No	26	Yes	No	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	85.80	2193.65	No	auto	midTerm	q2
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.85	64.55	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.65	31.20	No	check	shortTerm	q1
Female	Yes	No	Yes	2	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.50	38.25	No	auto	shortTerm	q1
Female	Yes	No	No	36	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	89.65	3348.10	No	auto	midTerm	q3
Male	Yes	No	No	7	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	No	mailedCheck	74.35	533.60	No	check	shortTerm	q1
Female	No	Yes	No	60	No	No	DSL	No	Yes	No	No	Yes	Yes	twoYear	Yes	creditCard	49.45	2907.55	No	auto	midTerm	q4
Female	Yes	Yes	No	19	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	89.10	1620.80	No	check	shortTerm	q2
Male	No	Yes	No	45	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	creditCard	75.15	3480.35	No	auto	midTerm	q3
Male	No	No	No	4	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.65	293.85	No	check	shortTerm	q1
Female	Yes	Yes	Yes	31	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	104.20	3243.45	Yes	check	midTerm	q3
Male	Yes	Yes	Yes	47	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	No	electronicCheck	90.05	4137.20	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.25	79.25	Yes	check	shortTerm	q1
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.90	44.90	Yes	auto	shortTerm	q1
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.40	19.40	No	auto	shortTerm	q1
Female	No	Yes	Yes	59	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	creditCard	88.75	5348.65	No	auto	midTerm	q4
Male	Yes	Yes	No	10	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	659.65	Yes	check	shortTerm	q2
Male	No	No	No	35	Yes	Yes	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	creditCard	91.00	3180.50	No	auto	midTerm	q3
Male	Yes	No	No	4	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	29.65	118.50	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	32	Yes	No	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	90.80	3023.85	No	check	midTerm	q3
Male	Yes	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	77.85	3365.85	Yes	check	midTerm	q3
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	No	electronicCheck	54.30	195.30	Yes	check	shortTerm	q1
Female	No	Yes	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	18.95	1031.10	No	check	midTerm	q3
Female	No	No	No	11	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	95.15	997.65	Yes	auto	shortTerm	q2
Female	No	No	No	66	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	102.40	6471.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	61	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	99.90	6241.35	No	check	longTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	88.70	6501.35	No	auto	longTerm	q4
Male	Yes	Yes	Yes	44	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	54.30	2317.10	No	check	midTerm	q3
Male	Yes	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	Yes	bankTransfer	55.70	2237.55	No	auto	midTerm	q3
Male	Yes	Yes	No	50	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	103.95	5231.30	No	check	midTerm	q3
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	110.85	5275.80	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	165.50	No	check	shortTerm	q1
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	358.50	No	check	shortTerm	q2
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	91.95	6614.90	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	No	electronicCheck	80.50	80.50	Yes	check	shortTerm	q1
Female	No	No	No	42	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	55.65	2421.75	No	check	midTerm	q3
Female	No	No	No	18	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	74.70	1294.60	No	check	shortTerm	q2
Female	Yes	No	Yes	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	104.15	1299.10	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	83.65	5733.40	No	auto	longTerm	q4
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	72.20	305.55	Yes	auto	shortTerm	q1
Male	Yes	No	No	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	110.05	7430.75	No	auto	longTerm	q4
Male	Yes	No	No	17	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	mailedCheck	51.50	900.50	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	25	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.50	630.60	No	auto	midTerm	q2
Male	No	No	No	43	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	mailedCheck	89.55	3856.75	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.50	1222.65	No	auto	midTerm	q4
Female	No	No	No	5	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	No	electronicCheck	80.70	374.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	21	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	77.50	1625.00	Yes	check	midTerm	q2
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	oneYear	Yes	creditCard	105.10	7234.80	No	auto	longTerm	q4
Male	Yes	No	No	13	No	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	25.15	331.85	No	auto	shortTerm	q2
Male	Yes	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	95.25	3959.35	Yes	auto	midTerm	q3
Male	Yes	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	MtM	Yes	creditCard	95.65	5088.40	No	auto	midTerm	q3
Male	No	No	No	46	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	85.00	3969.40	Yes	check	midTerm	q3
Male	Yes	Yes	No	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	80.80	4860.85	No	auto	longTerm	q4
Male	Yes	No	No	29	No	No	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	24.85	788.05	No	check	midTerm	q2
Female	Yes	No	Yes	25	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.75	1266.35	No	auto	midTerm	q2
Female	Yes	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	85.75	470.95	Yes	check	shortTerm	q1
Male	Yes	No	No	15	No	No	DSL	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	50.75	688.20	No	check	shortTerm	q2
Female	Yes	Yes	Yes	19	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	387.70	No	check	shortTerm	q2
Male	Yes	No	No	44	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.05	845.25	No	check	midTerm	q3
Female	No	No	No	6	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.25	560.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	creditCard	71.60	4230.25	No	auto	midTerm	q4
Male	Yes	Yes	Yes	62	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	81.45	4983.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	70	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	58.40	4113.15	No	auto	longTerm	q4
Female	No	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	25.70	25.70	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	10	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	53.70	521.00	No	auto	shortTerm	q2
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	19.60	471.85	No	auto	midTerm	q2
Male	Yes	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	MtM	No	creditCard	89.40	5976.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	7	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.00	506.90	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	51	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	oneYear	No	bankTransfer	84.20	4299.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	106.10	7548.60	No	auto	longTerm	q4
Male	Yes	No	No	65	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.75	1654.75	No	check	longTerm	q4
Male	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	46.05	80.35	Yes	auto	shortTerm	q1
Male	Yes	No	Yes	70	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	64.95	4551.50	No	auto	longTerm	q4
Male	Yes	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	85.45	6227.50	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	20.05	No	check	shortTerm	q1
Female	No	Yes	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	76.40	76.40	Yes	check	shortTerm	q1
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.50	514.00	Yes	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.70	57.50	No	check	shortTerm	q1
Male	Yes	No	No	58	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.30	1474.35	No	auto	midTerm	q4
Male	No	Yes	Yes	22	No	No	DSL	Yes	No	No	No	No	Yes	MtM	No	mailedCheck	40.05	880.20	Yes	check	midTerm	q2
Male	No	Yes	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	100.60	3270.25	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.95	69.95	Yes	check	shortTerm	q1
Male	No	Yes	No	54	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	74.00	3919.15	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	Yes	electronicCheck	99.40	7285.70	No	check	longTerm	q4
Male	Yes	No	Yes	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.30	93.30	Yes	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	49.15	169.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	107.45	7658.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	83.60	5959.30	No	auto	longTerm	q4
Male	No	Yes	No	54	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.05	5295.70	No	auto	midTerm	q3
Female	Yes	Yes	No	59	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	electronicCheck	80.10	4693.20	No	check	midTerm	q4
Male	Yes	No	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	No	twoYear	Yes	bankTransfer	65.30	3512.90	No	auto	midTerm	q3
Male	Yes	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	twoYear	Yes	electronicCheck	89.55	5231.20	No	check	midTerm	q4
Female	Yes	Yes	No	60	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	60.80	3603.45	No	auto	midTerm	q4
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.50	217.45	No	check	shortTerm	q1
Female	Yes	Yes	No	69	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	twoYear	No	bankTransfer	99.15	6875.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	electronicCheck	19.25	19.25	No	check	shortTerm	q1
Male	Yes	Yes	Yes	50	No	No	DSL	Yes	No	No	No	Yes	No	MtM	Yes	creditCard	39.45	2021.35	No	auto	midTerm	q3
Female	Yes	No	No	56	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	creditCard	44.85	2564.95	No	auto	midTerm	q4
Female	Yes	Yes	No	60	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	97.20	5611.75	No	check	midTerm	q4
Male	No	Yes	No	69	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	110.55	7610.10	No	check	longTerm	q4
Female	Yes	No	No	1	No	No	DSL	No	No	No	No	No	Yes	MtM	No	mailedCheck	35.05	35.05	Yes	check	shortTerm	q1
Female	No	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.00	73.00	Yes	check	shortTerm	q1
Female	Yes	Yes	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.90	45.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	60	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	76.95	4543.95	No	auto	midTerm	q4
Female	Yes	No	No	13	No	No	DSL	No	No	Yes	Yes	No	No	twoYear	No	mailedCheck	35.40	450.40	No	check	shortTerm	q2
Male	Yes	Yes	Yes	62	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.45	1297.35	No	auto	longTerm	q4
Female	Yes	No	No	45	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	oneYear	No	bankTransfer	96.75	4442.75	No	auto	midTerm	q3
Female	Yes	No	No	25	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	54.20	1423.15	No	check	midTerm	q2
Male	Yes	No	No	44	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	100.10	4378.35	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.25	74.20	No	check	shortTerm	q1
Male	No	No	No	33	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	creditCard	83.85	2716.30	Yes	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.10	70.10	Yes	check	shortTerm	q1
Female	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.85	450.65	No	auto	midTerm	q2
Female	Yes	No	No	35	No	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	33.45	1175.85	No	check	midTerm	q3
Female	Yes	Yes	Yes	29	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.20	558.80	No	check	midTerm	q2
Male	No	Yes	No	27	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	electronicCheck	85.90	2220.10	No	check	midTerm	q2
Male	Yes	No	Yes	54	Yes	No	DSL	No	Yes	Yes	Yes	No	No	oneYear	Yes	electronicCheck	61.00	3283.05	No	check	midTerm	q3
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.65	142.35	Yes	check	shortTerm	q1
Male	Yes	No	No	57	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	oneYear	Yes	electronicCheck	86.90	4939.25	No	check	midTerm	q4
Male	Yes	No	No	62	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.40	4237.50	No	auto	longTerm	q4
Female	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	20.35	335.95	No	auto	shortTerm	q2
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	33.20	Yes	check	shortTerm	q1
Female	Yes	Yes	No	70	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.30	7188.50	No	auto	longTerm	q4
Female	Yes	Yes	Yes	21	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.95	926.25	No	check	midTerm	q2
Female	Yes	No	Yes	23	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	Yes	electronicCheck	49.45	1119.35	No	check	midTerm	q2
Male	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.60	116.60	No	check	shortTerm	q1
Male	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.55	68.80	No	auto	shortTerm	q1
Female	Yes	No	No	3	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	99.00	287.40	Yes	auto	shortTerm	q1
Female	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.50	2341.55	No	check	midTerm	q2
Male	Yes	No	No	26	No	No	DSL	Yes	No	No	Yes	Yes	Yes	oneYear	No	creditCard	54.55	1362.85	No	auto	midTerm	q2
Female	Yes	No	Yes	8	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	163.60	No	check	shortTerm	q1
Male	Yes	No	No	26	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	83.95	2254.20	Yes	check	midTerm	q2
Male	Yes	No	No	2	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.45	145.15	No	check	shortTerm	q1
Male	Yes	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	116.20	7752.30	Yes	auto	longTerm	q4
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	twoYear	Yes	bankTransfer	93.70	6585.35	Yes	auto	longTerm	q4
Female	Yes	No	No	59	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	oneYear	No	creditCard	79.85	4786.10	No	auto	midTerm	q4
Male	Yes	Yes	Yes	39	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	No	electronicCheck	100.00	3835.55	No	check	midTerm	q3
Male	Yes	No	Yes	21	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.60	397.00	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.70	19.70	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.20	1027.25	No	auto	midTerm	q3
Female	No	Yes	No	31	No	No	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	Yes	creditCard	50.40	1580.10	No	auto	midTerm	q3
Female	Yes	Yes	Yes	64	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	113.35	7222.75	No	check	longTerm	q4
Male	Yes	Yes	Yes	46	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.00	3769.70	No	auto	midTerm	q3
Female	Yes	No	No	52	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.95	4233.95	No	auto	midTerm	q3
Female	Yes	Yes	Yes	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	24.90	1680.25	No	check	longTerm	q4
Female	No	No	No	67	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	54.90	3725.50	No	check	longTerm	q4
Female	Yes	No	No	5	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.55	413.65	Yes	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	109.25	7707.70	No	check	longTerm	q4
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	77.65	714.15	Yes	auto	shortTerm	q1
Female	No	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	95.00	2497.20	Yes	check	midTerm	q2
Male	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	116.30	8309.55	No	auto	longTerm	q4
Female	Yes	No	No	32	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.90	601.55	No	auto	midTerm	q3
Female	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.35	139.25	No	check	shortTerm	q1
Female	Yes	Yes	No	71	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.60	1888.25	No	auto	longTerm	q4
Female	Yes	No	No	60	No	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	44.45	2773.90	No	check	midTerm	q4
Female	No	No	No	55	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	100.15	5409.75	No	check	midTerm	q3
Male	Yes	No	No	54	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	105.40	5643.40	Yes	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.85	197.70	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	73.85	401.30	No	check	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	70.10	3238.40	No	auto	midTerm	q3
Male	Yes	Yes	Yes	63	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.25	1573.05	No	check	longTerm	q4
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	79.15	79.15	Yes	check	shortTerm	q1
Male	Yes	No	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	21.05	235.80	No	auto	shortTerm	q2
Male	No	Yes	No	54	No	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	24.95	1364.75	No	auto	midTerm	q3
Female	Yes	Yes	Yes	30	Yes	No	DSL	No	No	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	64.50	1985.15	No	check	midTerm	q3
Female	Yes	Yes	No	30	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.65	655.85	Yes	auto	midTerm	q3
Female	Yes	No	No	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.00	303.15	Yes	check	shortTerm	q1
Female	Yes	No	No	40	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	105.95	4335.20	No	auto	midTerm	q3
Female	Yes	Yes	Yes	9	Yes	No	fiberOptic	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	75.85	647.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	17	Yes	No	fiberOptic	Yes	No	No	Yes	Yes	No	MtM	No	electronicCheck	91.85	1574.45	Yes	check	shortTerm	q2
Female	Yes	No	No	62	No	No	DSL	No	Yes	Yes	No	No	Yes	twoYear	Yes	creditCard	43.60	2748.70	No	auto	longTerm	q4
Male	Yes	No	No	28	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	oneYear	Yes	bankTransfer	91.25	2483.65	No	auto	midTerm	q2
Female	Yes	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	89.75	6367.20	No	auto	longTerm	q4
Female	Yes	No	No	46	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	104.40	4904.20	No	auto	midTerm	q3
Female	Yes	Yes	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	mailedCheck	90.15	2044.95	No	check	midTerm	q2
Male	Yes	Yes	Yes	47	No	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	No	electronicCheck	40.30	1794.80	No	check	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	105.25	7173.15	No	auto	longTerm	q4
Female	No	No	No	60	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.00	6441.40	Yes	check	midTerm	q4
Female	Yes	No	Yes	67	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	104.00	7039.05	No	check	longTerm	q4
Female	Yes	No	No	14	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	69.65	921.40	No	check	shortTerm	q2
Male	Yes	Yes	Yes	57	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.30	4018.35	No	check	midTerm	q4
Female	Yes	Yes	Yes	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	No	mailedCheck	100.90	5448.60	No	check	midTerm	q3
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.25	20.25	No	check	shortTerm	q1
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.90	49.90	Yes	check	shortTerm	q1
Male	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	creditCard	96.90	2085.45	No	auto	midTerm	q2
Female	Yes	No	No	13	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.35	1358.85	Yes	check	shortTerm	q2
Male	Yes	Yes	No	47	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.10	5135.15	No	check	midTerm	q3
Male	Yes	No	No	38	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	730.10	No	check	midTerm	q3
Female	No	Yes	No	38	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.95	2869.85	Yes	auto	midTerm	q3
Female	No	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	56.55	118.25	No	auto	shortTerm	q1
Male	No	Yes	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	creditCard	49.25	49.25	Yes	auto	shortTerm	q1
Male	Yes	Yes	No	15	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	68.60	1108.60	No	auto	shortTerm	q2
Female	Yes	No	No	26	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.05	1815.65	No	auto	midTerm	q2
Female	Yes	Yes	Yes	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	730.40	No	auto	midTerm	q3
Male	Yes	No	Yes	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.05	75.45	No	check	shortTerm	q1
Male	Yes	Yes	Yes	50	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	103.70	5071.05	Yes	check	midTerm	q3
Male	Yes	Yes	No	42	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	94.40	4014.60	No	check	midTerm	q3
Male	Yes	Yes	No	10	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	creditCard	54.95	568.85	No	auto	shortTerm	q2
Female	Yes	Yes	No	61	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	No	bankTransfer	93.70	5860.70	No	auto	longTerm	q4
Female	Yes	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	110.25	7279.35	No	auto	longTerm	q4
Male	Yes	No	No	10	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	98.90	1064.95	No	check	shortTerm	q2
Male	Yes	Yes	No	65	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	oneYear	No	electronicCheck	89.75	5769.60	Yes	check	longTerm	q4
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	80.45	5886.85	No	auto	longTerm	q4
Male	Yes	Yes	Yes	55	Yes	No	fiberOptic	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	79.40	4238.45	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.30	20.30	Yes	check	shortTerm	q1
Female	Yes	No	No	7	Yes	No	DSL	No	No	Yes	Yes	No	Yes	MtM	No	bankTransfer	62.80	418.30	No	auto	shortTerm	q1
Female	Yes	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.90	136.05	No	check	shortTerm	q1
Female	Yes	No	No	9	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	74.85	708.20	No	check	shortTerm	q1
Male	Yes	No	Yes	27	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.85	788.55	No	auto	midTerm	q2
Male	No	Yes	No	7	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.95	700.85	Yes	check	shortTerm	q1
Female	Yes	Yes	No	64	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	twoYear	Yes	mailedCheck	68.30	4378.80	No	check	longTerm	q4
Male	Yes	No	No	70	No	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	bankTransfer	48.40	3442.80	No	auto	longTerm	q4
Male	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.00	181.70	Yes	check	shortTerm	q1
Male	No	No	No	67	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	105.05	7171.70	No	check	longTerm	q4
Female	Yes	No	No	45	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	89.30	4016.85	Yes	auto	midTerm	q3
Female	Yes	No	No	24	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.15	553.00	No	auto	midTerm	q2
Male	Yes	Yes	Yes	4	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.50	96.85	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	44	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	92.95	4122.90	No	auto	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.70	1482.30	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	74.30	74.30	Yes	auto	shortTerm	q1
Male	Yes	No	No	66	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.35	1240.80	No	auto	longTerm	q4
Male	Yes	No	No	1	No	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	mailedCheck	44.65	44.65	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	13	Yes	No	fiberOptic	Yes	No	No	No	No	Yes	MtM	No	electronicCheck	84.05	1095.30	Yes	check	shortTerm	q2
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	80.70	788.80	Yes	auto	shortTerm	q2
Male	No	Yes	No	65	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	104.35	6578.55	No	check	longTerm	q4
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	19.55	No	check	shortTerm	q1
Male	Yes	Yes	Yes	38	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	electronicCheck	74.05	2802.30	No	check	midTerm	q3
Male	Yes	No	Yes	23	No	No	DSL	Yes	No	Yes	Yes	No	No	twoYear	No	mailedCheck	40.10	857.75	No	check	midTerm	q2
Female	Yes	Yes	No	10	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	184.40	No	check	shortTerm	q2
Male	Yes	No	Yes	4	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.70	364.55	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	83.55	6093.30	No	auto	longTerm	q4
Female	Yes	Yes	No	35	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	electronicCheck	56.85	1861.10	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	20.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.55	1079.65	No	auto	midTerm	q4
Male	Yes	Yes	Yes	70	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	106.15	7475.10	No	check	longTerm	q4
Male	Yes	Yes	Yes	38	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.95	2862.55	No	auto	midTerm	q3
Female	Yes	Yes	Yes	60	No	No	DSL	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	49.75	3069.45	No	check	midTerm	q4
Male	Yes	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	creditCard	92.40	2349.80	No	auto	midTerm	q2
Female	Yes	No	No	8	Yes	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	58.20	469.25	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	41	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	102.60	4213.35	Yes	check	midTerm	q3
Female	No	Yes	No	36	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	91.95	3301.05	No	auto	midTerm	q3
Male	No	No	No	54	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	bankTransfer	65.25	3529.95	No	auto	midTerm	q3
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	106.00	7723.70	Yes	auto	longTerm	q4
Female	Yes	No	No	55	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	73.10	4144.90	No	check	midTerm	q3
Female	Yes	No	No	72	Yes	Yes	DSL	Yes	Yes	No	No	No	No	twoYear	No	bankTransfer	59.75	4265.00	No	auto	longTerm	q4
Female	Yes	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.10	154.65	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.80	3246.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	116.60	8337.45	No	auto	longTerm	q4
Male	Yes	No	No	52	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	109.30	5731.40	No	check	midTerm	q3
Female	No	No	No	60	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	101.40	6176.60	No	auto	midTerm	q4
Female	Yes	No	No	39	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	creditCard	50.65	1905.40	No	auto	midTerm	q3
Female	Yes	No	No	15	Yes	No	DSL	No	No	No	No	Yes	No	oneYear	No	mailedCheck	56.15	931.90	No	check	shortTerm	q2
Male	Yes	No	No	69	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	106.50	7348.80	Yes	auto	longTerm	q4
Male	Yes	Yes	Yes	43	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.20	776.25	No	check	midTerm	q3
Female	No	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	83.00	5243.05	No	auto	longTerm	q4
Male	No	Yes	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.10	141.65	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	No	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	108.30	7679.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	32	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	bankTransfer	91.05	2954.50	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	40	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.25	1006.90	No	auto	midTerm	q3
Female	Yes	Yes	No	58	No	No	DSL	Yes	Yes	No	No	Yes	No	oneYear	Yes	electronicCheck	45.35	2540.10	No	check	midTerm	q4
Male	Yes	No	No	67	No	No	DSL	Yes	No	No	Yes	Yes	No	twoYear	No	electronicCheck	43.90	3097.20	No	check	longTerm	q4
Female	No	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	77.50	3807.35	Yes	check	midTerm	q3
Male	Yes	Yes	No	31	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	79.30	2484.00	No	check	midTerm	q3
Male	No	Yes	No	69	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	84.90	5785.65	No	auto	longTerm	q4
Male	Yes	Yes	No	32	Yes	Yes	fiberOptic	No	No	No	Yes	No	No	oneYear	Yes	electronicCheck	79.25	2619.15	No	check	midTerm	q3
Female	Yes	No	No	21	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	No	creditCard	71.05	1524.85	No	auto	midTerm	q2
Male	Yes	No	No	52	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	electronicCheck	53.75	2790.65	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	24.25	1784.50	No	auto	longTerm	q4
Female	Yes	Yes	No	72	No	No	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	54.20	3937.45	Yes	check	longTerm	q4
Male	Yes	Yes	Yes	52	No	No	DSL	Yes	No	Yes	No	No	Yes	oneYear	No	bankTransfer	44.25	2276.10	No	auto	midTerm	q3
Female	Yes	No	No	41	Yes	No	DSL	No	No	No	Yes	No	No	oneYear	No	bankTransfer	50.05	2029.05	No	auto	midTerm	q3
Male	Yes	No	No	41	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	802.35	No	check	midTerm	q3
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.25	418.40	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	69.35	4653.25	No	auto	longTerm	q4
Female	Yes	Yes	Yes	16	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.35	275.90	No	check	shortTerm	q2
Male	Yes	No	No	17	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.15	343.45	No	check	shortTerm	q2
Male	Yes	Yes	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	MtM	No	mailedCheck	61.00	2130.45	No	check	midTerm	q3
Female	Yes	Yes	Yes	58	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.50	1191.40	No	auto	midTerm	q4
Male	Yes	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	50.50	50.50	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	52	No	No	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	50.20	2554.00	No	check	midTerm	q3
Female	Yes	No	No	70	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	bankTransfer	79.60	5589.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	19	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	24.90	467.70	No	auto	shortTerm	q2
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.40	74.40	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	35	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.90	3756.45	No	check	midTerm	q3
Female	Yes	No	No	32	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.35	3334.90	No	check	midTerm	q3
Female	Yes	Yes	Yes	17	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	creditCard	55.35	920.50	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	67	Yes	No	DSL	No	Yes	No	No	No	No	oneYear	No	creditCard	50.55	3431.75	No	auto	longTerm	q4
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.50	150.35	No	auto	shortTerm	q1
Male	Yes	No	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	mailedCheck	79.45	2587.70	Yes	check	midTerm	q3
Male	Yes	No	No	4	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	No	electronicCheck	90.65	367.95	No	check	shortTerm	q1
Male	No	Yes	Yes	58	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	No	No	oneYear	Yes	bankTransfer	89.85	5125.75	No	auto	midTerm	q4
Male	Yes	No	No	60	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	No	mailedCheck	79.00	4801.10	No	check	midTerm	q4
Male	Yes	No	No	58	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.65	6219.60	Yes	check	midTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.55	19.55	No	check	shortTerm	q1
Female	Yes	Yes	Yes	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.90	550.10	No	check	midTerm	q2
Male	No	Yes	Yes	66	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	116.25	7862.25	No	check	longTerm	q4
Male	Yes	No	No	15	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	87.75	1242.20	No	auto	shortTerm	q2
Male	No	Yes	No	47	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.05	4871.05	Yes	check	midTerm	q3
Female	Yes	No	No	41	Yes	Yes	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	creditCard	81.30	3190.65	No	auto	midTerm	q3
Male	Yes	Yes	No	59	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.30	2666.75	No	check	midTerm	q4
Female	Yes	No	Yes	50	Yes	No	fiberOptic	No	No	No	No	No	No	twoYear	No	creditCard	70.35	3533.60	No	auto	midTerm	q3
Male	Yes	Yes	Yes	17	No	No	DSL	Yes	No	Yes	No	Yes	No	oneYear	No	creditCard	44.45	792.15	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	6	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.15	295.65	No	check	shortTerm	q1
Male	No	Yes	No	51	No	No	DSL	No	Yes	No	No	No	No	MtM	Yes	creditCard	29.45	1459.35	No	auto	midTerm	q3
Male	Yes	No	No	44	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	No	electronicCheck	100.55	4398.15	Yes	check	midTerm	q3
Male	Yes	Yes	No	49	Yes	No	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	creditCard	85.30	4297.95	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	No	electronicCheck	95.65	167.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	59	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	oneYear	Yes	mailedCheck	69.10	4096.90	No	check	midTerm	q4
Male	No	No	No	50	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	70.35	3454.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	59	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.60	1286.00	No	check	midTerm	q4
Male	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	74.15	1387.00	No	check	shortTerm	q2
Male	Yes	No	No	10	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	75.05	786.30	No	check	shortTerm	q2
Male	Yes	Yes	No	14	Yes	No	DSL	No	No	No	No	No	No	oneYear	No	electronicCheck	44.60	641.25	No	check	shortTerm	q2
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	21.45	705.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	oneYear	Yes	mailedCheck	43.45	345.50	No	check	shortTerm	q1
Male	Yes	Yes	Yes	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.05	345.90	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	60	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	oneYear	No	bankTransfer	94.15	5811.80	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	94.40	94.40	Yes	check	shortTerm	q1
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	124.45	No	check	shortTerm	q1
Female	Yes	No	Yes	19	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	MtM	Yes	mailedCheck	75.90	1375.60	No	check	shortTerm	q2
Male	Yes	Yes	Yes	53	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	64.15	3491.55	No	auto	midTerm	q3
Male	No	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	109.55	7920.70	No	auto	longTerm	q4
Female	Yes	Yes	No	60	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	6640.70	No	auto	midTerm	q4
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	creditCard	55.00	55.00	Yes	auto	shortTerm	q1
Female	Yes	No	Yes	13	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	53.45	718.10	No	check	shortTerm	q2
Female	Yes	Yes	Yes	5	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	creditCard	69.95	320.40	No	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.45	101.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	13	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	97.00	1334.45	No	check	shortTerm	q2
Male	Yes	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	90.60	3358.65	No	auto	midTerm	q3
Male	Yes	Yes	No	64	Yes	No	fiberOptic	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	73.55	4764.00	No	check	longTerm	q4
Female	Yes	Yes	No	5	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	MtM	No	bankTransfer	67.95	350.30	Yes	auto	shortTerm	q1
Female	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	Yes	twoYear	Yes	bankTransfer	94.35	5703.00	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.50	69.50	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	18.85	18.85	Yes	check	shortTerm	q1
Male	Yes	No	No	26	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.40	525.55	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.20	69.20	Yes	check	shortTerm	q1
Male	Yes	Yes	No	24	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.75	483.15	No	check	midTerm	q2
Male	Yes	Yes	No	17	No	No	DSL	No	No	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	54.60	934.80	No	check	shortTerm	q2
Female	Yes	No	Yes	26	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	29.80	786.50	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.65	69.65	Yes	check	shortTerm	q1
Male	No	Yes	No	40	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	No	electronicCheck	101.85	4086.30	Yes	check	midTerm	q3
Male	Yes	No	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.05	5364.80	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	fiberOptic	No	Yes	Yes	No	No	No	MtM	Yes	electronicCheck	82.30	82.30	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.30	20.30	No	check	shortTerm	q1
Female	Yes	No	No	21	No	No	DSL	Yes	No	No	Yes	No	No	twoYear	No	mailedCheck	35.10	770.40	No	check	midTerm	q2
Female	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	105.70	6816.95	No	auto	longTerm	q4
Female	Yes	Yes	Yes	44	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	56.25	2419.55	No	auto	midTerm	q3
Male	Yes	Yes	Yes	70	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	60.35	4138.70	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	No	electronicCheck	79.25	267.60	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	56	Yes	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	bankTransfer	59.80	3457.45	No	auto	midTerm	q4
Female	Yes	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	84.60	1115.20	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	58	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	Yes	MtM	Yes	bankTransfer	93.40	5435.60	Yes	auto	midTerm	q4
Female	Yes	Yes	Yes	42	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	94.20	4186.30	Yes	check	midTerm	q3
Male	No	Yes	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.05	25.05	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	46	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	99.65	4630.20	No	check	midTerm	q3
Female	Yes	Yes	Yes	63	Yes	No	DSL	Yes	No	No	No	No	No	twoYear	Yes	bankTransfer	50.65	3221.25	No	auto	longTerm	q4
Male	Yes	No	No	11	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	electronicCheck	60.90	688.50	No	check	shortTerm	q2
Male	Yes	Yes	Yes	15	Yes	Yes	DSL	No	No	Yes	Yes	No	No	MtM	Yes	bankTransfer	59.65	867.10	No	auto	shortTerm	q2
Male	Yes	Yes	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	64.70	4746.05	No	check	longTerm	q4
Female	Yes	No	No	29	No	No	DSL	No	No	No	No	No	No	MtM	Yes	creditCard	25.10	712.85	Yes	auto	midTerm	q2
Male	Yes	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	MtM	No	electronicCheck	48.95	48.95	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	6	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	54.85	355.10	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	45.30	45.30	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	63	Yes	Yes	fiberOptic	No	Yes	No	No	No	Yes	oneYear	Yes	electronicCheck	91.35	5764.70	No	check	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.85	167.30	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	18	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	25.10	428.45	No	check	shortTerm	q2
Female	Yes	Yes	No	43	No	No	DSL	Yes	No	No	Yes	No	No	MtM	No	bankTransfer	34.00	1505.35	No	auto	midTerm	q3
Female	Yes	No	No	15	No	No	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	No	mailedCheck	45.90	693.45	No	check	shortTerm	q2
Male	Yes	No	Yes	10	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	95.20	930.40	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	55	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.50	1177.95	No	check	midTerm	q3
Male	Yes	No	Yes	49	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	100.60	5069.65	Yes	auto	midTerm	q3
Male	Yes	Yes	Yes	6	Yes	No	DSL	No	Yes	Yes	No	No	No	MtM	Yes	mailedCheck	55.30	324.25	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	70	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.35	1458.10	No	auto	longTerm	q4
Male	No	No	No	2	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.85	156.40	Yes	check	shortTerm	q1
Male	No	Yes	No	63	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	No	bankTransfer	36.10	2298.90	No	auto	longTerm	q4
Female	Yes	No	No	25	Yes	No	DSL	No	Yes	No	Yes	No	Yes	MtM	Yes	bankTransfer	65.80	1679.65	No	auto	midTerm	q2
Female	No	No	No	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.35	369.60	No	auto	shortTerm	q2
Male	No	Yes	No	28	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.80	2998.00	No	check	midTerm	q2
Female	No	No	No	53	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	96.75	5206.55	No	check	midTerm	q3
Male	Yes	No	No	35	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	102.35	3626.10	Yes	auto	midTerm	q3
Male	Yes	No	No	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.40	24.40	No	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	115.65	7968.85	Yes	auto	longTerm	q4
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	Yes	Yes	No	No	MtM	Yes	electronicCheck	79.85	152.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	26	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	73.05	1959.50	No	check	midTerm	q2
Female	Yes	No	No	34	Yes	No	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	electronicCheck	64.35	2053.05	No	check	midTerm	q3
Female	Yes	No	Yes	19	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.50	398.55	No	check	shortTerm	q2
Male	Yes	No	No	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	76.00	1130.85	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	creditCard	54.75	3425.35	No	auto	longTerm	q4
Female	No	No	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	104.75	4323.45	Yes	auto	midTerm	q3
Female	Yes	No	No	9	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	74.65	703.55	Yes	check	shortTerm	q1
Male	Yes	No	No	24	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	51.15	1275.70	No	check	midTerm	q2
Male	No	Yes	No	68	No	No	DSL	Yes	Yes	Yes	No	No	No	twoYear	Yes	electronicCheck	41.95	2965.75	No	check	longTerm	q4
Male	Yes	Yes	Yes	31	Yes	No	DSL	No	No	Yes	Yes	No	No	MtM	No	mailedCheck	54.35	1647.00	No	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	56.25	56.25	Yes	check	shortTerm	q1
Male	Yes	Yes	No	21	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	106.10	2249.95	Yes	check	midTerm	q2
Female	Yes	Yes	No	63	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	electronicCheck	96.00	6109.75	No	check	longTerm	q4
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	79.75	159.40	Yes	auto	shortTerm	q1
Female	Yes	Yes	Yes	61	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	61.45	3751.15	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	68.65	68.65	Yes	check	shortTerm	q1
Male	Yes	No	No	18	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	411.25	No	check	shortTerm	q2
Female	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.00	105.50	No	auto	shortTerm	q1
Female	Yes	No	No	33	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.00	3320.60	No	check	midTerm	q3
Male	Yes	No	No	16	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.25	327.45	Yes	auto	shortTerm	q2
Female	Yes	Yes	No	56	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	98.70	5669.50	No	check	midTerm	q4
Male	Yes	No	Yes	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.80	465.45	No	check	midTerm	q2
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	73.80	704.30	No	check	shortTerm	q1
Female	No	Yes	No	14	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	100.20	1369.80	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	15	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.90	1107.25	Yes	auto	shortTerm	q2
Male	Yes	No	No	5	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.05	95.55	No	auto	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	106.20	6375.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	116.55	8152.30	No	auto	longTerm	q4
Male	Yes	No	No	15	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.70	1566.75	No	check	shortTerm	q2
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.70	130.25	No	check	shortTerm	q1
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.50	162.15	No	check	shortTerm	q1
Female	Yes	No	No	4	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	29.15	110.05	No	check	shortTerm	q1
Female	Yes	No	No	34	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	No	mailedCheck	55.00	1885.15	No	check	midTerm	q3
Male	Yes	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	90.80	6302.85	No	auto	longTerm	q4
Female	Yes	Yes	Yes	45	No	No	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	No	bankTransfer	51.00	2264.50	No	auto	midTerm	q3
Female	No	No	No	9	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	90.10	816.80	No	check	shortTerm	q1
Female	Yes	No	No	22	Yes	Yes	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	59.05	1253.50	No	check	midTerm	q2
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.30	41.20	No	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	bankTransfer	72.95	5265.55	No	auto	longTerm	q4
Female	Yes	No	Yes	10	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	oneYear	No	creditCard	73.55	693.30	No	auto	shortTerm	q2
Male	Yes	No	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	No	creditCard	84.30	5997.10	No	auto	longTerm	q4
Female	Yes	Yes	Yes	49	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	oneYear	No	creditCard	78.00	3824.20	No	auto	midTerm	q3
Female	No	No	No	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	No	mailedCheck	72.10	3886.05	No	check	midTerm	q3
Female	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	106.75	7283.25	No	auto	longTerm	q4
Female	Yes	No	No	22	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.25	412.55	No	check	midTerm	q2
Female	Yes	Yes	Yes	50	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.55	1070.25	No	auto	midTerm	q3
Female	Yes	Yes	Yes	43	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.00	817.95	No	check	midTerm	q3
Female	Yes	Yes	Yes	45	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	24.65	1171.30	No	auto	midTerm	q3
Male	No	No	No	64	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	Yes	MtM	Yes	bankTransfer	103.50	6548.65	No	auto	longTerm	q4
Female	Yes	Yes	Yes	23	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	23.85	625.65	No	check	midTerm	q2
Female	Yes	Yes	No	68	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.80	1911.50	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.85	70.85	Yes	check	shortTerm	q1
Male	Yes	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.80	134.70	Yes	auto	shortTerm	q1
Male	Yes	No	No	26	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	No	creditCard	59.45	1507.00	No	auto	midTerm	q2
Male	Yes	Yes	No	55	No	No	DSL	No	No	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	54.55	2978.30	Yes	auto	midTerm	q3
Male	Yes	No	No	14	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.05	299.30	No	check	shortTerm	q2
Male	Yes	Yes	No	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	82.55	5832.65	No	check	longTerm	q4
Male	Yes	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	electronicCheck	81.25	5567.55	No	check	longTerm	q4
Female	Yes	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	Yes	MtM	Yes	creditCard	70.75	450.80	Yes	auto	shortTerm	q1
Female	Yes	No	No	57	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	Yes	creditCard	74.30	4166.35	No	auto	midTerm	q4
Female	Yes	Yes	No	13	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	electronicCheck	94.10	1215.60	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	3	No	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	29.70	91.70	Yes	auto	shortTerm	q1
Male	No	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	109.70	7898.45	No	auto	longTerm	q4
Female	Yes	Yes	Yes	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	96.35	3915.40	No	auto	midTerm	q3
Male	Yes	Yes	No	14	Yes	Yes	DSL	No	No	No	Yes	Yes	No	MtM	Yes	creditCard	66.60	979.50	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	2	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	44.50	90.05	No	check	shortTerm	q1
Male	No	No	No	66	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	creditCard	110.90	7432.05	Yes	auto	longTerm	q4
Female	Yes	Yes	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	105.00	4026.40	Yes	check	midTerm	q3
Male	Yes	No	Yes	1	No	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	25.30	25.30	Yes	check	shortTerm	q1
Male	Yes	No	No	22	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	55.15	1193.05	Yes	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.10	20.10	Yes	check	shortTerm	q1
Male	Yes	No	No	5	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	80.10	398.55	No	check	shortTerm	q1
Male	Yes	Yes	Yes	29	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	oneYear	No	bankTransfer	69.05	1958.45	No	auto	midTerm	q2
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.90	69.90	Yes	check	shortTerm	q1
Female	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.40	63.15	No	check	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	1301.10	No	auto	longTerm	q4
Male	Yes	No	Yes	9	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	50.10	484.05	No	check	shortTerm	q1
Male	Yes	No	No	43	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	101.40	4528.00	Yes	check	midTerm	q3
Female	Yes	No	No	48	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	83.45	3887.85	No	auto	midTerm	q3
Male	Yes	No	No	26	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	86.65	2208.75	No	auto	midTerm	q2
Female	Yes	No	No	9	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	20.15	238.15	No	auto	shortTerm	q1
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.80	80.80	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.40	958.15	No	auto	midTerm	q3
Male	Yes	No	No	2	Yes	Yes	DSL	No	No	No	No	No	Yes	MtM	No	bankTransfer	62.05	118.30	Yes	auto	shortTerm	q1
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	76.45	76.45	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	64	No	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	60.05	3845.45	No	auto	longTerm	q4
Female	No	No	No	12	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	91.30	1094.50	Yes	check	shortTerm	q2
Male	No	Yes	No	6	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	95.75	573.75	Yes	check	shortTerm	q1
Female	Yes	Yes	No	59	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.35	1267.00	No	check	midTerm	q4
Female	Yes	No	No	7	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	mailedCheck	94.05	633.45	No	check	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	84.10	6129.65	No	auto	longTerm	q4
Male	No	No	No	16	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	78.75	1218.25	No	check	shortTerm	q2
Male	Yes	Yes	No	25	Yes	Yes	DSL	No	No	Yes	No	No	No	MtM	No	creditCard	55.55	1405.30	No	auto	midTerm	q2
Female	Yes	Yes	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	electronicCheck	62.65	2274.90	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.50	74.50	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	10	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.10	1068.85	Yes	auto	shortTerm	q2
Male	Yes	Yes	No	24	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	20.10	533.90	No	check	midTerm	q2
Female	Yes	Yes	Yes	10	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	oneYear	No	electronicCheck	70.30	676.15	No	check	shortTerm	q2
Male	Yes	Yes	No	69	Yes	No	DSL	Yes	Yes	No	No	No	No	oneYear	Yes	creditCard	53.65	3804.40	No	auto	longTerm	q4
Male	Yes	No	No	57	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.75	1118.80	No	check	midTerm	q4
Male	Yes	Yes	Yes	50	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	103.40	5236.40	No	auto	midTerm	q3
Male	Yes	Yes	Yes	28	No	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	mailedCheck	50.80	1386.80	No	check	midTerm	q2
Female	Yes	No	No	16	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	50.15	762.25	Yes	check	shortTerm	q2
Male	Yes	No	No	25	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	79.00	1902.00	No	check	midTerm	q2
Female	No	Yes	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	74.60	239.05	No	auto	shortTerm	q1
Male	Yes	Yes	No	61	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	bankTransfer	96.50	5673.70	No	auto	longTerm	q4
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.10	39.80	No	check	shortTerm	q1
Male	Yes	Yes	Yes	51	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.40	997.75	No	check	midTerm	q3
Female	Yes	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	twoYear	No	creditCard	77.55	5574.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	20	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.05	406.05	No	check	shortTerm	q2
Male	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	19.85	138.85	No	auto	shortTerm	q1
Female	Yes	No	No	6	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.20	123.65	No	check	shortTerm	q1
Female	Yes	No	No	29	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	mailedCheck	67.45	1801.10	No	check	midTerm	q2
Male	Yes	No	No	36	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	18.55	689.00	No	auto	midTerm	q3
Female	Yes	No	No	28	No	No	DSL	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	29.75	790.70	No	check	midTerm	q2
Female	Yes	Yes	No	7	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	86.50	582.50	Yes	check	shortTerm	q1
Female	Yes	No	No	63	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	24.20	1618.20	No	check	longTerm	q4
Male	Yes	Yes	Yes	48	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	mailedCheck	23.55	1173.35	No	check	midTerm	q3
Female	Yes	Yes	No	49	Yes	No	No	No	No	No	No	No	No	oneYear	No	bankTransfer	20.45	900.90	No	auto	midTerm	q3
Male	No	No	No	27	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	81.45	2122.05	Yes	check	midTerm	q2
Male	Yes	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	92.30	6719.90	No	auto	longTerm	q4
Male	Yes	Yes	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.15	69.15	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	72	No	No	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	creditCard	53.65	3784.00	No	auto	longTerm	q4
Female	Yes	No	No	47	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	creditCard	39.65	1798.65	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	54.65	54.65	No	check	shortTerm	q1
Female	Yes	No	No	36	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	104.80	3886.45	No	auto	midTerm	q3
Male	Yes	Yes	Yes	43	No	No	DSL	No	Yes	No	No	No	No	MtM	No	creditCard	29.30	1224.05	No	auto	midTerm	q3
Female	No	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	83.85	2310.20	No	check	midTerm	q2
Female	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	79.55	723.40	Yes	check	shortTerm	q1
Female	Yes	No	No	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	103.65	3988.50	No	check	midTerm	q3
Female	No	No	No	35	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	99.05	3554.60	No	check	midTerm	q3
Female	Yes	Yes	Yes	0	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	73.35	0.00	No	check	shortTerm	q1
Female	Yes	Yes	No	59	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	mailedCheck	100.05	6034.85	No	check	midTerm	q4
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.35	531.60	No	auto	midTerm	q2
Female	No	No	No	2	Yes	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	43.95	85.10	No	check	shortTerm	q1
Male	Yes	No	No	7	Yes	Yes	No	No	No	No	No	No	No	MtM	No	mailedCheck	23.50	173.00	No	check	shortTerm	q1
Female	Yes	No	No	36	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	70.70	2511.95	No	check	midTerm	q3
Female	Yes	Yes	Yes	41	Yes	Yes	fiberOptic	Yes	Yes	No	No	Yes	No	MtM	Yes	bankTransfer	94.30	3893.60	No	auto	midTerm	q3
Female	Yes	No	No	13	No	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	29.15	357.15	No	check	shortTerm	q2
Male	Yes	No	Yes	19	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	20.85	467.50	No	auto	shortTerm	q2
Female	Yes	Yes	No	60	No	No	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	37.70	2288.70	No	auto	midTerm	q4
Female	Yes	No	Yes	48	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	twoYear	Yes	mailedCheck	95.50	4627.85	Yes	check	midTerm	q3
Male	No	No	No	3	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	91.05	289.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	69	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	twoYear	Yes	mailedCheck	92.45	6460.55	No	check	longTerm	q4
Male	Yes	No	No	43	No	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	No	electronicCheck	44.15	1931.30	No	check	midTerm	q3
Female	Yes	No	Yes	11	No	No	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	mailedCheck	36.05	402.60	No	check	shortTerm	q2
Female	Yes	Yes	No	45	Yes	No	DSL	No	No	Yes	No	No	No	MtM	Yes	creditCard	50.25	2221.55	No	auto	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	109.75	7758.90	No	auto	longTerm	q4
Female	No	Yes	No	2	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	79.20	172.85	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.30	224.50	No	auto	shortTerm	q2
Female	Yes	Yes	Yes	67	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	creditCard	112.35	7388.45	No	auto	longTerm	q4
Male	Yes	Yes	No	37	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	No	mailedCheck	94.30	3460.95	No	check	midTerm	q3
Female	Yes	No	No	39	No	No	DSL	Yes	Yes	No	Yes	No	No	oneYear	No	bankTransfer	41.15	1700.90	No	auto	midTerm	q3
Female	Yes	No	No	41	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	74.65	3090.65	No	auto	midTerm	q3
Female	Yes	No	No	25	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	48.25	1293.80	No	check	midTerm	q2
Male	Yes	Yes	Yes	8	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	Yes	creditCard	76.15	645.80	No	auto	shortTerm	q1
Female	Yes	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	mailedCheck	71.10	5224.95	No	check	longTerm	q4
Male	Yes	No	No	5	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	electronicCheck	96.55	500.10	No	check	shortTerm	q1
Female	Yes	No	No	30	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	79.30	2427.10	No	auto	midTerm	q3
Male	Yes	No	No	40	Yes	No	fiberOptic	No	Yes	No	Yes	No	Yes	oneYear	Yes	creditCard	89.60	3488.15	No	auto	midTerm	q3
Female	Yes	No	No	54	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.50	1035.70	No	check	midTerm	q3
Male	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	106.30	7565.35	No	auto	longTerm	q4
Male	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	No	bankTransfer	100.35	2799.00	No	auto	midTerm	q2
Male	Yes	Yes	Yes	18	Yes	No	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	85.60	1601.50	No	check	shortTerm	q2
Female	Yes	No	No	2	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	45.25	85.50	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	59	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	106.15	6256.20	No	check	midTerm	q4
Male	Yes	Yes	Yes	22	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	51.10	1232.90	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.90	19.90	No	check	shortTerm	q1
Female	No	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	creditCard	25.70	1937.40	No	auto	longTerm	q4
Female	No	No	No	14	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.30	1096.25	Yes	check	shortTerm	q2
Male	Yes	Yes	No	50	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	oneYear	No	electronicCheck	99.40	5059.75	No	check	midTerm	q3
Female	Yes	Yes	Yes	48	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	oneYear	No	bankTransfer	69.70	3023.65	No	auto	midTerm	q3
Female	Yes	Yes	Yes	49	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.35	4889.20	No	check	midTerm	q3
Male	Yes	Yes	Yes	28	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	No	electronicCheck	85.45	2289.90	No	check	midTerm	q2
Male	No	No	No	68	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	electronicCheck	95.90	6503.20	No	check	longTerm	q4
Male	Yes	No	No	13	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	electronicCheck	100.75	1313.25	No	check	shortTerm	q2
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	89.20	990.30	No	check	shortTerm	q2
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	74.10	228.00	Yes	auto	shortTerm	q1
Male	No	Yes	No	57	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	100.60	5746.15	Yes	check	midTerm	q4
Male	Yes	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	mailedCheck	75.00	209.10	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.75	1864.20	No	auto	longTerm	q4
Male	Yes	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.10	5979.70	No	check	longTerm	q4
Female	Yes	Yes	Yes	49	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	twoYear	No	bankTransfer	79.30	3902.45	No	auto	midTerm	q3
Female	No	Yes	No	67	Yes	Yes	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	creditCard	107.05	7142.50	No	auto	longTerm	q4
Male	Yes	No	No	46	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.05	902.00	No	auto	midTerm	q3
Female	No	No	No	64	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	twoYear	Yes	creditCard	70.20	4481.00	Yes	auto	longTerm	q4
Female	Yes	Yes	No	37	Yes	No	No	No	No	No	No	No	No	MtM	No	bankTransfer	19.50	805.20	No	auto	midTerm	q3
Female	No	No	No	2	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	70.75	154.85	Yes	check	shortTerm	q1
Female	No	Yes	No	13	No	No	DSL	No	No	No	No	Yes	Yes	MtM	No	electronicCheck	45.30	528.45	No	check	shortTerm	q2
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	electronicCheck	115.15	8349.70	No	check	longTerm	q4
Male	Yes	Yes	Yes	68	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	72.95	4953.25	No	auto	longTerm	q4
Male	Yes	Yes	Yes	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.65	332.65	No	check	shortTerm	q2
Female	Yes	No	No	24	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.55	470.20	No	auto	midTerm	q2
Female	Yes	No	No	24	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	MtM	Yes	electronicCheck	89.55	2259.35	No	check	midTerm	q2
Male	Yes	No	No	27	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	50.35	1411.35	No	check	midTerm	q2
Male	Yes	No	No	12	Yes	No	DSL	No	No	No	Yes	No	No	MtM	No	bankTransfer	50.25	593.75	Yes	auto	shortTerm	q2
Female	Yes	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	87.25	6328.70	No	auto	longTerm	q4
Male	Yes	Yes	Yes	67	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.80	1411.90	No	check	longTerm	q4
Female	Yes	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	109.25	6841.40	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.35	20.35	No	check	shortTerm	q1
Male	Yes	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	55.90	238.50	No	check	shortTerm	q1
Female	No	No	No	40	Yes	No	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	creditCard	79.20	3233.85	Yes	auto	midTerm	q3
Female	Yes	No	No	12	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	96.00	1062.10	Yes	check	shortTerm	q2
Male	Yes	Yes	Yes	52	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	twoYear	No	electronicCheck	79.20	4016.30	No	check	midTerm	q3
Male	Yes	No	No	10	Yes	Yes	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	24.00	226.55	No	check	shortTerm	q2
Male	Yes	No	No	68	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	oneYear	No	bankTransfer	101.35	7110.75	No	auto	longTerm	q4
Female	Yes	No	No	54	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	electronicCheck	100.10	5440.90	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	4	Yes	No	DSL	No	Yes	No	Yes	No	No	MtM	No	mailedCheck	56.50	235.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	52	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	No	mailedCheck	35.45	1958.95	No	check	midTerm	q3
Female	No	No	No	1	Yes	No	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	85.00	85.00	Yes	check	shortTerm	q1
Male	Yes	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	oneYear	No	bankTransfer	79.40	5528.90	No	auto	longTerm	q4
Male	Yes	No	No	43	No	No	DSL	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	35.20	1463.70	No	auto	midTerm	q3
Male	Yes	No	No	52	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.65	1025.05	No	check	midTerm	q3
Female	Yes	No	No	12	No	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	mailedCheck	49.85	552.10	No	check	shortTerm	q2
Female	Yes	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	oneYear	No	bankTransfer	68.75	3815.40	No	auto	midTerm	q4
Male	Yes	No	Yes	0	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	61.90	0.00	No	auto	shortTerm	q1
Male	Yes	No	No	42	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	No	electronicCheck	79.90	3313.40	No	check	midTerm	q3
Male	No	Yes	No	22	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	bankTransfer	89.75	1938.90	No	auto	midTerm	q2
Male	Yes	Yes	Yes	51	No	No	DSL	Yes	Yes	Yes	No	Yes	Yes	oneYear	No	electronicCheck	59.30	3014.65	Yes	check	midTerm	q3
Male	Yes	No	No	27	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	19.40	460.25	No	auto	midTerm	q2
Male	No	Yes	No	51	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	Yes	oneYear	Yes	bankTransfer	93.65	4839.15	No	auto	midTerm	q3
Male	Yes	No	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	49.40	184.40	Yes	check	shortTerm	q1
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.90	19.90	No	check	shortTerm	q1
Male	Yes	No	No	35	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.00	2010.55	Yes	check	midTerm	q3
Male	No	Yes	Yes	71	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	oneYear	Yes	bankTransfer	72.90	5139.65	No	auto	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.20	69.20	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.60	1673.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	14	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	19.75	309.35	No	check	shortTerm	q2
Male	Yes	Yes	No	57	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	No	electronicCheck	55.70	3171.60	No	check	midTerm	q4
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	creditCard	117.50	8670.10	No	auto	longTerm	q4
Male	Yes	No	No	48	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.85	916.00	No	auto	midTerm	q3
Female	Yes	Yes	Yes	4	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	mailedCheck	78.90	299.75	No	check	shortTerm	q1
Male	Yes	Yes	Yes	31	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	20.65	702.05	No	check	midTerm	q3
Male	Yes	No	No	38	Yes	No	DSL	No	No	Yes	Yes	No	Yes	oneYear	Yes	mailedCheck	62.30	2354.80	Yes	check	midTerm	q3
Male	No	Yes	No	37	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.50	3473.40	Yes	check	midTerm	q3
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	19.65	19.65	No	check	shortTerm	q1
Male	No	No	No	57	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	twoYear	Yes	bankTransfer	79.75	4438.20	No	auto	midTerm	q4
Female	No	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	79.95	4819.75	No	auto	longTerm	q4
Male	Yes	Yes	No	3	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.90	92.25	No	check	shortTerm	q1
Female	Yes	No	Yes	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	19.75	1567.00	No	check	longTerm	q4
Male	Yes	No	Yes	29	No	No	DSL	Yes	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	45.00	1242.45	No	check	midTerm	q2
Male	Yes	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	No	MtM	No	bankTransfer	44.80	559.20	No	auto	shortTerm	q2
Male	Yes	No	Yes	3	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	69.65	220.10	Yes	check	shortTerm	q1
Female	Yes	No	No	11	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	51.10	531.15	No	check	shortTerm	q2
Female	Yes	No	Yes	21	No	No	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	mailedCheck	53.15	1183.20	No	check	midTerm	q2
Female	Yes	No	No	19	Yes	Yes	No	No	No	No	No	No	No	MtM	No	bankTransfer	24.70	465.85	No	auto	shortTerm	q2
Male	Yes	No	No	61	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	111.60	6876.05	Yes	auto	longTerm	q4
Female	Yes	No	No	11	Yes	No	DSL	Yes	No	No	No	No	No	MtM	No	creditCard	48.55	501.00	Yes	auto	shortTerm	q2
Male	Yes	Yes	Yes	35	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	electronicCheck	109.95	3782.40	No	check	midTerm	q3
Male	Yes	No	Yes	25	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.80	460.20	No	check	midTerm	q2
Female	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.20	20.20	Yes	check	shortTerm	q1
Female	Yes	No	No	67	Yes	Yes	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	25.60	1790.35	No	auto	longTerm	q4
Male	Yes	No	No	19	No	No	DSL	No	No	Yes	No	Yes	No	MtM	Yes	electronicCheck	39.65	733.35	Yes	check	shortTerm	q2
Male	Yes	No	No	56	Yes	Yes	No	No	No	No	No	No	No	oneYear	No	electronicCheck	24.90	1334.00	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	creditCard	108.40	7767.25	No	auto	longTerm	q4
Male	Yes	No	No	43	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.55	876.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	55	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	85.10	4600.95	No	check	midTerm	q3
Male	Yes	Yes	Yes	2	Yes	Yes	DSL	Yes	No	No	No	No	No	MtM	No	mailedCheck	56.70	113.55	Yes	check	shortTerm	q1
Male	Yes	No	No	27	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	69.05	1793.25	No	check	midTerm	q2
Female	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.15	886.70	No	check	shortTerm	q2
Female	Yes	No	No	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	twoYear	Yes	mailedCheck	111.15	7737.55	No	check	longTerm	q4
Female	Yes	Yes	No	14	Yes	No	fiberOptic	Yes	Yes	No	Yes	Yes	Yes	oneYear	No	mailedCheck	105.95	1348.90	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	19	Yes	Yes	fiberOptic	No	No	No	Yes	No	Yes	oneYear	Yes	bankTransfer	89.35	1686.85	No	auto	shortTerm	q2
Female	Yes	No	No	20	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	No	MtM	Yes	bankTransfer	89.10	1879.25	No	auto	shortTerm	q2
Male	Yes	Yes	Yes	43	Yes	Yes	fiberOptic	Yes	No	Yes	Yes	No	No	oneYear	Yes	creditCard	91.25	4013.80	No	auto	midTerm	q3
Male	Yes	Yes	Yes	5	Yes	No	fiberOptic	Yes	No	Yes	No	No	Yes	MtM	Yes	mailedCheck	90.35	434.50	No	check	shortTerm	q1
Female	No	Yes	No	70	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	bankTransfer	105.55	7195.35	No	auto	longTerm	q4
Female	Yes	Yes	No	40	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.10	780.10	No	check	midTerm	q3
Male	Yes	Yes	Yes	6	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.40	107.60	No	auto	shortTerm	q1
Male	Yes	No	No	39	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	100.45	3801.70	No	check	midTerm	q3
Male	No	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	No	electronicCheck	74.95	308.70	Yes	check	shortTerm	q1
Male	Yes	No	No	15	No	No	DSL	No	No	No	Yes	No	No	MtM	Yes	electronicCheck	29.70	438.25	Yes	check	shortTerm	q2
Male	Yes	Yes	No	1	No	No	DSL	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	50.35	50.35	Yes	check	shortTerm	q1
Female	No	No	No	45	Yes	No	fiberOptic	Yes	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	85.70	3778.10	No	auto	midTerm	q3
Female	Yes	Yes	No	64	No	No	DSL	Yes	No	Yes	Yes	No	Yes	twoYear	No	electronicCheck	47.85	3147.50	Yes	check	longTerm	q4
Female	No	Yes	No	57	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	94.00	5438.95	No	auto	midTerm	q4
Male	Yes	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	twoYear	No	bankTransfer	69.85	5102.35	No	auto	longTerm	q4
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	70.30	70.30	Yes	check	shortTerm	q1
Male	Yes	Yes	No	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.85	1872.20	No	auto	longTerm	q4
Female	Yes	No	No	3	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	twoYear	No	mailedCheck	71.10	213.35	No	check	shortTerm	q1
Male	No	No	No	55	Yes	Yes	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	98.80	5617.75	Yes	check	midTerm	q3
Female	Yes	Yes	No	59	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	No	electronicCheck	93.35	5386.50	No	check	midTerm	q4
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	bankTransfer	99.85	1776.95	Yes	auto	shortTerm	q2
Male	No	Yes	No	32	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	creditCard	80.30	2483.05	Yes	auto	midTerm	q3
Female	Yes	No	No	4	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	bankTransfer	50.55	235.65	No	auto	shortTerm	q1
Female	No	No	No	66	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	creditCard	80.45	5224.35	Yes	auto	longTerm	q4
Male	Yes	No	No	27	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.30	2272.80	No	check	midTerm	q2
Male	Yes	No	No	4	Yes	No	No	No	No	No	No	No	No	MtM	Yes	creditCard	20.70	83.75	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	60	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	79.05	4663.40	No	auto	midTerm	q4
Female	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	19.05	201.70	No	check	shortTerm	q1
Male	Yes	Yes	Yes	8	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.60	125.00	No	auto	shortTerm	q1
Male	Yes	No	No	35	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	20.20	684.40	No	check	midTerm	q3
Male	Yes	No	No	7	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	86.80	620.35	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	53	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.90	1146.05	No	check	midTerm	q3
Female	No	No	No	18	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	MtM	Yes	creditCard	103.60	1806.35	No	auto	shortTerm	q2
Female	Yes	No	No	15	No	No	DSL	No	Yes	No	No	No	Yes	twoYear	Yes	mailedCheck	38.80	603.00	No	check	shortTerm	q2
Male	Yes	Yes	No	67	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	88.40	5798.30	No	auto	longTerm	q4
Male	No	Yes	No	6	Yes	No	fiberOptic	No	Yes	No	No	No	Yes	MtM	Yes	electronicCheck	84.20	519.15	Yes	check	shortTerm	q1
Male	No	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	79.70	497.60	No	check	shortTerm	q1
Male	Yes	No	No	13	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	Yes	mailedCheck	99.00	1301.70	Yes	check	shortTerm	q2
Female	Yes	No	No	11	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	100.75	1129.75	Yes	check	shortTerm	q2
Male	Yes	No	Yes	1	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.30	19.30	No	check	shortTerm	q1
Male	Yes	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	MtM	Yes	mailedCheck	55.75	266.95	No	check	shortTerm	q1
Male	Yes	No	No	13	Yes	No	No	No	No	No	No	No	No	oneYear	Yes	mailedCheck	19.95	257.00	No	check	shortTerm	q2
Female	Yes	Yes	No	9	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	No	No	MtM	No	bankTransfer	91.75	865.80	Yes	auto	shortTerm	q1
Male	Yes	No	No	29	Yes	No	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	No	mailedCheck	89.65	2623.65	No	check	midTerm	q2
Male	No	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	mailedCheck	45.85	45.85	No	check	shortTerm	q1
Female	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	mailedCheck	79.55	79.55	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	18	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	mailedCheck	55.95	1082.80	No	check	shortTerm	q2
Female	Yes	Yes	No	2	Yes	No	DSL	No	No	Yes	No	Yes	Yes	MtM	No	creditCard	69.00	147.80	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	30	Yes	Yes	fiberOptic	No	Yes	No	Yes	No	No	MtM	Yes	bankTransfer	83.55	2570.20	No	auto	midTerm	q3
Male	Yes	No	Yes	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	No	bankTransfer	65.70	4378.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	38	Yes	Yes	fiberOptic	No	No	Yes	Yes	Yes	No	twoYear	Yes	bankTransfer	94.90	3616.25	No	auto	midTerm	q3
Male	Yes	Yes	Yes	44	Yes	No	DSL	No	Yes	Yes	Yes	No	No	MtM	Yes	mailedCheck	61.90	2924.05	No	check	midTerm	q3
Female	Yes	No	No	54	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	MtM	No	electronicCheck	111.10	6014.85	Yes	check	midTerm	q3
Male	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.00	32.70	No	check	shortTerm	q1
Female	Yes	No	No	42	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	mailedCheck	67.70	2882.25	No	check	midTerm	q3
Female	Yes	Yes	Yes	58	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	creditCard	25.15	1509.90	No	auto	midTerm	q4
Male	Yes	Yes	Yes	58	Yes	No	fiberOptic	No	Yes	No	No	Yes	Yes	MtM	Yes	electronicCheck	92.85	5305.05	No	check	midTerm	q4
Female	Yes	Yes	Yes	25	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	89.10	2368.40	Yes	check	midTerm	q2
Female	Yes	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	111.30	7985.90	No	check	longTerm	q4
Female	Yes	No	No	37	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	101.90	3545.35	Yes	auto	midTerm	q3
Female	Yes	Yes	Yes	14	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	91.65	1301.00	Yes	check	shortTerm	q2
Female	No	No	No	4	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	Yes	electronicCheck	88.85	372.45	Yes	check	shortTerm	q1
Female	Yes	Yes	No	48	Yes	Yes	DSL	Yes	No	No	Yes	No	No	oneYear	Yes	bankTransfer	60.60	2985.25	No	auto	midTerm	q3
Female	No	No	No	3	No	No	DSL	No	No	No	No	No	No	MtM	No	electronicCheck	25.30	77.75	Yes	check	shortTerm	q1
Female	Yes	Yes	No	8	Yes	No	DSL	Yes	No	No	Yes	No	Yes	twoYear	No	mailedCheck	65.50	564.35	No	check	shortTerm	q1
Male	Yes	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	95.45	95.45	Yes	check	shortTerm	q1
Male	Yes	No	No	67	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.95	1311.75	No	auto	longTerm	q4
Male	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	91.10	1135.70	Yes	check	shortTerm	q2
Female	Yes	Yes	Yes	45	Yes	No	DSL	No	Yes	No	Yes	No	No	oneYear	Yes	creditCard	54.15	2319.80	Yes	auto	midTerm	q3
Male	Yes	No	No	49	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.60	3720.35	No	auto	midTerm	q3
Female	Yes	Yes	No	52	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	No	bankTransfer	94.60	5025.80	No	auto	midTerm	q3
Female	Yes	Yes	No	63	Yes	No	fiberOptic	Yes	No	Yes	No	No	No	oneYear	Yes	creditCard	81.15	5224.50	No	auto	longTerm	q4
Female	Yes	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	89.05	6185.80	No	auto	longTerm	q4
Female	Yes	Yes	No	31	Yes	No	DSL	No	No	No	Yes	No	No	MtM	Yes	mailedCheck	49.20	1498.55	No	check	midTerm	q3
Female	Yes	Yes	No	64	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.45	1208.60	No	auto	longTerm	q4
Female	Yes	Yes	No	62	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	104.30	6613.65	No	check	longTerm	q4
Female	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	69.70	69.70	Yes	auto	shortTerm	q1
Female	Yes	No	No	6	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	89.50	573.30	Yes	check	shortTerm	q1
Female	Yes	Yes	No	21	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	Yes	electronicCheck	86.05	1818.90	No	check	midTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	25.20	1787.35	No	auto	longTerm	q4
Female	Yes	Yes	Yes	32	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	electronicCheck	35.15	1051.05	No	check	midTerm	q3
Female	No	No	No	71	Yes	Yes	fiberOptic	Yes	Yes	No	Yes	Yes	No	oneYear	Yes	creditCard	99.65	7181.25	No	auto	longTerm	q4
Female	Yes	No	Yes	34	Yes	No	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	105.35	3688.60	No	auto	midTerm	q3
Male	Yes	Yes	No	3	No	No	DSL	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	35.15	99.75	Yes	check	shortTerm	q1
Male	Yes	No	Yes	12	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	73.75	871.40	Yes	auto	shortTerm	q2
Female	No	No	No	8	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	MtM	No	electronicCheck	101.35	780.50	Yes	check	shortTerm	q1
Female	Yes	Yes	Yes	35	Yes	Yes	No	No	No	No	No	No	No	twoYear	No	bankTransfer	24.30	821.60	No	auto	midTerm	q3
Female	Yes	Yes	Yes	3	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	80.70	239.45	No	check	shortTerm	q1
Male	Yes	No	No	3	Yes	No	fiberOptic	No	No	Yes	Yes	Yes	No	MtM	Yes	mailedCheck	89.85	244.45	No	check	shortTerm	q1
Male	Yes	No	No	53	Yes	No	DSL	No	No	Yes	No	No	Yes	oneYear	Yes	electronicCheck	61.10	3357.90	No	check	midTerm	q3
Female	Yes	Yes	No	4	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	29.05	129.60	No	check	shortTerm	q1
Female	Yes	Yes	Yes	48	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	99.70	4977.20	No	auto	midTerm	q3
Female	Yes	Yes	Yes	6	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	No	creditCard	55.90	365.35	Yes	auto	shortTerm	q1
Male	No	Yes	No	3	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	105.90	334.65	Yes	check	shortTerm	q1
Male	Yes	Yes	Yes	54	No	No	DSL	No	No	Yes	Yes	No	Yes	twoYear	No	creditCard	46.00	2424.05	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	43.95	43.95	Yes	check	shortTerm	q1
Male	Yes	No	No	62	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	MtM	Yes	bankTransfer	80.40	4981.15	No	auto	longTerm	q4
Male	Yes	Yes	Yes	22	Yes	No	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	mailedCheck	100.05	2090.25	No	check	midTerm	q2
Male	Yes	No	No	1	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	45.10	45.10	Yes	auto	shortTerm	q1
Male	No	No	No	51	Yes	No	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	bankTransfer	94.00	4905.75	No	auto	midTerm	q3
Female	Yes	No	No	30	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	oneYear	Yes	creditCard	68.95	2038.70	No	auto	midTerm	q3
Female	No	Yes	No	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	oneYear	Yes	creditCard	68.45	4014.00	No	auto	midTerm	q4
Male	Yes	Yes	No	35	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	oneYear	Yes	electronicCheck	69.00	2441.70	No	check	midTerm	q3
Female	No	No	No	64	No	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	43.85	2751.00	No	check	longTerm	q4
Male	Yes	No	Yes	30	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.50	1307.80	No	check	midTerm	q3
Female	Yes	Yes	Yes	25	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	mailedCheck	18.70	383.65	No	check	midTerm	q2
Female	Yes	No	No	41	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	No	bankTransfer	70.25	2868.05	Yes	auto	midTerm	q3
Male	Yes	No	Yes	9	Yes	No	DSL	No	No	No	No	Yes	No	MtM	No	electronicCheck	55.35	449.75	Yes	check	shortTerm	q1
Female	Yes	Yes	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	53.55	53.55	No	check	shortTerm	q1
Male	Yes	No	Yes	70	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	electronicCheck	114.60	7882.50	No	check	longTerm	q4
Female	Yes	Yes	Yes	57	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	20.10	1087.70	No	auto	midTerm	q4
Male	Yes	No	No	9	Yes	Yes	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	electronicCheck	85.50	791.70	No	check	shortTerm	q1
Female	Yes	Yes	Yes	69	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	bankTransfer	108.75	7493.05	No	auto	longTerm	q4
Male	No	Yes	No	43	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.00	4414.30	Yes	check	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	twoYear	Yes	electronicCheck	97.85	6841.30	No	check	longTerm	q4
Male	Yes	No	Yes	44	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	19.55	819.95	No	auto	midTerm	q3
Female	Yes	Yes	No	72	Yes	Yes	fiberOptic	Yes	Yes	No	No	No	No	twoYear	Yes	bankTransfer	84.05	6052.25	No	auto	longTerm	q4
Female	Yes	Yes	No	33	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.75	3361.05	Yes	check	midTerm	q3
Male	Yes	No	No	54	Yes	Yes	fiberOptic	No	No	Yes	No	No	Yes	MtM	No	creditCard	89.40	4869.50	No	auto	midTerm	q3
Male	Yes	No	Yes	27	Yes	No	No	No	No	No	No	No	No	twoYear	No	creditCard	19.70	509.30	No	auto	midTerm	q2
Male	Yes	No	No	54	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	bankTransfer	79.85	4308.25	No	auto	midTerm	q3
Male	Yes	No	No	3	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	No	creditCard	74.45	221.10	No	auto	shortTerm	q1
Female	Yes	Yes	No	53	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	oneYear	No	bankTransfer	74.10	3833.95	No	auto	midTerm	q3
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.35	69.35	Yes	check	shortTerm	q1
Male	Yes	Yes	No	15	Yes	No	No	No	No	No	No	No	No	oneYear	No	mailedCheck	18.80	294.95	No	check	shortTerm	q2
Female	Yes	No	No	56	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	73.85	4092.85	Yes	check	midTerm	q4
Male	Yes	Yes	Yes	5	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	MtM	No	creditCard	64.40	316.90	No	auto	shortTerm	q1
Male	Yes	Yes	Yes	48	Yes	No	DSL	No	Yes	Yes	No	No	No	oneYear	Yes	creditCard	55.80	2651.20	No	auto	midTerm	q3
Female	Yes	No	Yes	25	Yes	No	No	No	No	No	No	No	No	MtM	No	creditCard	20.05	471.70	No	auto	midTerm	q2
Female	Yes	Yes	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.15	216.75	Yes	auto	shortTerm	q1
Male	Yes	No	No	58	Yes	No	fiberOptic	Yes	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	99.15	5720.95	No	auto	midTerm	q4
Male	Yes	No	No	10	Yes	No	DSL	No	No	No	No	No	Yes	MtM	Yes	bankTransfer	56.75	503.25	No	auto	shortTerm	q2
Male	Yes	No	No	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	69.60	69.60	Yes	check	shortTerm	q1
Male	Yes	Yes	No	71	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	creditCard	104.15	7365.30	No	auto	longTerm	q4
Female	Yes	Yes	Yes	65	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	creditCard	110.80	7245.90	No	auto	longTerm	q4
Male	Yes	Yes	Yes	5	Yes	Yes	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	80.15	385.00	Yes	check	shortTerm	q1
Female	Yes	No	No	28	No	No	DSL	No	No	Yes	Yes	No	No	MtM	Yes	mailedCheck	35.75	961.40	No	check	midTerm	q2
Female	Yes	Yes	Yes	67	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	twoYear	Yes	bankTransfer	69.90	4615.90	No	auto	longTerm	q4
Male	Yes	No	No	35	Yes	No	fiberOptic	Yes	No	No	Yes	No	Yes	oneYear	Yes	electronicCheck	89.20	3251.30	No	check	midTerm	q3
Female	Yes	Yes	Yes	72	No	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	No	creditCard	55.65	3880.05	No	auto	longTerm	q4
Female	Yes	Yes	Yes	61	No	No	DSL	Yes	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	50.70	3088.75	No	auto	longTerm	q4
Male	No	No	No	68	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	20.00	1396.00	No	auto	longTerm	q4
Female	Yes	Yes	Yes	1	No	No	DSL	Yes	No	No	No	No	No	MtM	No	bankTransfer	30.50	30.50	Yes	auto	shortTerm	q1
Male	Yes	No	No	3	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.10	53.05	No	check	shortTerm	q1
Male	Yes	Yes	Yes	70	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	twoYear	No	bankTransfer	98.30	6859.50	Yes	auto	longTerm	q4
Female	Yes	No	Yes	48	No	No	DSL	No	Yes	Yes	No	No	Yes	MtM	No	creditCard	45.55	2108.35	No	auto	midTerm	q3
Male	Yes	Yes	Yes	68	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	Yes	creditCard	101.05	6770.50	No	auto	longTerm	q4
Female	Yes	No	No	47	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	103.70	4730.60	No	check	midTerm	q3
Male	Yes	Yes	Yes	32	No	No	DSL	No	No	Yes	Yes	No	No	oneYear	Yes	mailedCheck	36.25	1151.05	No	check	midTerm	q3
Female	Yes	Yes	Yes	5	Yes	No	DSL	Yes	No	No	No	No	No	MtM	Yes	mailedCheck	49.40	232.55	No	check	shortTerm	q1
Male	Yes	No	No	49	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	creditCard	19.90	1022.60	No	auto	midTerm	q3
Female	Yes	No	No	48	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	bankTransfer	107.40	5121.30	Yes	auto	midTerm	q3
Female	No	No	No	13	Yes	Yes	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	82.00	1127.20	Yes	check	shortTerm	q2
Male	Yes	No	No	15	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	19.80	309.40	No	check	shortTerm	q2
Female	Yes	No	No	12	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	electronicCheck	45.05	523.10	No	check	shortTerm	q2
Male	No	No	No	67	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	twoYear	Yes	bankTransfer	64.55	4250.10	No	auto	longTerm	q4
Male	Yes	No	No	9	Yes	No	fiberOptic	No	No	No	Yes	Yes	No	MtM	No	electronicCheck	86.25	770.50	No	check	shortTerm	q1
Female	Yes	Yes	Yes	13	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	19.75	246.70	No	auto	shortTerm	q2
Female	Yes	No	No	38	Yes	No	fiberOptic	No	No	No	No	Yes	Yes	oneYear	Yes	mailedCheck	89.10	3342.00	No	check	midTerm	q3
Female	No	Yes	No	42	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	electronicCheck	95.55	3930.60	No	check	midTerm	q3
Female	Yes	Yes	No	24	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.40	1747.85	Yes	auto	midTerm	q2
Female	No	Yes	No	27	Yes	No	fiberOptic	Yes	No	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	101.25	2754.45	Yes	check	midTerm	q2
Male	Yes	Yes	Yes	9	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	102.60	897.75	No	auto	shortTerm	q1
Female	Yes	Yes	No	49	No	No	DSL	No	Yes	No	Yes	Yes	Yes	oneYear	Yes	creditCard	56.30	2780.60	No	auto	midTerm	q3
Female	No	Yes	No	61	Yes	Yes	fiberOptic	Yes	Yes	Yes	Yes	No	No	MtM	Yes	creditCard	94.20	5895.45	No	auto	longTerm	q4
Male	Yes	No	Yes	50	No	No	DSL	Yes	Yes	No	No	Yes	No	oneYear	Yes	bankTransfer	43.05	2208.05	No	auto	midTerm	q3
Male	No	No	No	25	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.50	2196.15	Yes	check	midTerm	q2
Female	No	No	No	22	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	bankTransfer	74.40	1692.60	Yes	auto	midTerm	q2
Male	Yes	No	No	1	Yes	No	No	No	No	No	No	No	No	MtM	No	mailedCheck	20.50	20.50	Yes	check	shortTerm	q1
Male	Yes	No	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.35	265.35	Yes	check	shortTerm	q1
Female	No	Yes	No	18	Yes	Yes	fiberOptic	No	No	No	Yes	Yes	Yes	MtM	No	bankTransfer	99.75	1836.25	Yes	auto	shortTerm	q2
Female	No	No	No	56	Yes	Yes	fiberOptic	No	Yes	Yes	Yes	Yes	Yes	oneYear	Yes	electronicCheck	111.95	6418.90	Yes	check	midTerm	q4
Female	No	Yes	No	53	Yes	No	fiberOptic	No	Yes	Yes	Yes	Yes	No	oneYear	Yes	electronicCheck	94.00	4871.45	No	check	midTerm	q3
Female	Yes	Yes	No	51	Yes	Yes	fiberOptic	No	No	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	98.85	4947.55	No	check	midTerm	q3
Female	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	twoYear	No	electronicCheck	64.35	1558.65	No	check	midTerm	q2
Female	Yes	Yes	No	62	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	twoYear	Yes	creditCard	72.00	4284.20	No	auto	longTerm	q4
Male	Yes	No	No	24	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.70	1218.25	No	check	midTerm	q2
Female	Yes	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	twoYear	No	electronicCheck	80.70	5617.95	No	check	longTerm	q4
Male	Yes	No	Yes	1	No	No	DSL	No	No	No	No	No	No	MtM	No	mailedCheck	24.20	24.20	No	check	shortTerm	q1
Male	No	No	No	16	No	No	DSL	No	Yes	No	No	Yes	No	MtM	Yes	mailedCheck	39.00	679.85	Yes	check	shortTerm	q2
Female	Yes	No	No	8	Yes	No	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	electronicCheck	65.45	554.45	No	check	shortTerm	q1
Female	Yes	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	twoYear	Yes	electronicCheck	74.35	5237.40	No	check	longTerm	q4
Female	Yes	No	No	23	Yes	No	fiberOptic	No	Yes	Yes	Yes	No	No	MtM	No	bankTransfer	83.20	2032.30	No	auto	midTerm	q2
Male	Yes	No	Yes	31	No	No	DSL	No	No	No	No	No	No	MtM	No	creditCard	25.00	789.20	No	auto	midTerm	q3
Male	Yes	Yes	Yes	37	No	No	DSL	Yes	No	Yes	Yes	No	No	oneYear	Yes	electronicCheck	40.20	1525.35	No	check	midTerm	q3
Female	Yes	Yes	No	30	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	94.10	2804.45	Yes	auto	midTerm	q3
Female	No	No	No	35	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	108.35	3726.15	No	check	midTerm	q3
Female	Yes	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	MtM	Yes	creditCard	69.50	1652.10	No	auto	midTerm	q2
Female	Yes	Yes	Yes	20	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	oneYear	No	bankTransfer	76.00	1588.75	No	auto	shortTerm	q2
Male	Yes	Yes	No	36	Yes	No	fiberOptic	Yes	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	93.60	3366.05	No	check	midTerm	q3
Female	Yes	No	No	8	Yes	Yes	fiberOptic	No	No	No	No	Yes	Yes	MtM	No	bankTransfer	95.65	778.10	Yes	auto	shortTerm	q1
Male	Yes	Yes	Yes	71	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	Yes	oneYear	No	bankTransfer	100.55	7113.75	No	auto	longTerm	q4
Female	No	Yes	No	50	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	88.05	4367.35	Yes	check	midTerm	q3
Female	Yes	Yes	Yes	43	Yes	Yes	No	No	No	No	No	No	No	oneYear	Yes	bankTransfer	24.45	993.15	No	auto	midTerm	q3
Male	Yes	No	Yes	57	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	No	mailedCheck	89.55	5012.35	No	check	midTerm	q4
Female	Yes	Yes	Yes	41	Yes	No	DSL	No	Yes	No	Yes	No	Yes	oneYear	Yes	bankTransfer	66.50	2728.60	Yes	auto	midTerm	q3
Female	Yes	Yes	No	27	Yes	No	fiberOptic	No	Yes	No	No	No	No	MtM	Yes	electronicCheck	76.10	2093.40	No	check	midTerm	q2
Female	Yes	No	No	13	Yes	No	fiberOptic	No	No	No	No	No	Yes	MtM	Yes	electronicCheck	80.50	1011.80	No	check	shortTerm	q2
Male	Yes	No	No	3	No	No	DSL	Yes	Yes	No	No	No	No	MtM	Yes	mailedCheck	35.45	106.85	Yes	check	shortTerm	q1
Female	Yes	No	No	67	Yes	No	No	No	No	No	No	No	No	oneYear	No	electronicCheck	20.55	1343.40	No	check	longTerm	q4
Male	Yes	No	No	3	Yes	No	DSL	No	Yes	No	No	No	No	MtM	Yes	mailedCheck	49.90	130.10	Yes	check	shortTerm	q1
Female	Yes	Yes	No	64	Yes	Yes	fiberOptic	No	Yes	No	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.40	6794.75	No	auto	longTerm	q4
Male	Yes	No	No	26	No	No	DSL	No	No	Yes	Yes	No	No	MtM	No	electronicCheck	35.75	1022.50	No	check	midTerm	q2
Male	Yes	No	No	38	Yes	Yes	fiberOptic	No	Yes	Yes	No	No	Yes	MtM	Yes	creditCard	95.10	3691.20	No	auto	midTerm	q3
Male	Yes	Yes	No	23	Yes	No	No	No	No	No	No	No	No	oneYear	No	creditCard	19.30	486.20	No	auto	midTerm	q2
Male	Yes	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	creditCard	104.50	4036.85	Yes	auto	midTerm	q3
Male	No	Yes	No	72	No	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	63.10	4685.55	No	auto	longTerm	q4
Female	No	No	No	3	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	75.05	256.25	Yes	auto	shortTerm	q1
Male	Yes	No	No	23	Yes	Yes	fiberOptic	No	No	Yes	No	No	No	MtM	Yes	electronicCheck	81.00	1917.10	Yes	check	midTerm	q2
Female	No	Yes	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	74.45	74.45	Yes	check	shortTerm	q1
Female	Yes	No	No	4	Yes	No	DSL	Yes	Yes	No	Yes	No	No	MtM	Yes	mailedCheck	60.40	272.15	Yes	check	shortTerm	q1
Female	Yes	Yes	No	62	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	twoYear	Yes	electronicCheck	84.95	5150.55	No	check	longTerm	q4
Female	Yes	No	No	40	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	No	MtM	Yes	bankTransfer	93.40	3756.40	No	auto	midTerm	q3
Male	Yes	No	No	41	Yes	Yes	fiberOptic	No	Yes	No	No	Yes	No	MtM	Yes	electronicCheck	89.20	3645.75	No	check	midTerm	q3
Male	No	Yes	No	34	Yes	No	fiberOptic	No	No	Yes	No	Yes	No	MtM	Yes	creditCard	85.20	2874.45	No	auto	midTerm	q3
Female	Yes	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	MtM	No	electronicCheck	49.95	49.95	No	check	shortTerm	q1
Female	Yes	No	No	51	Yes	No	No	No	No	No	No	No	No	twoYear	No	bankTransfer	20.65	1020.75	No	auto	midTerm	q3
Male	Yes	Yes	Yes	1	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	70.65	70.65	Yes	check	shortTerm	q1
Female	Yes	No	No	39	Yes	No	No	No	No	No	No	No	No	twoYear	No	mailedCheck	20.15	826.00	No	check	midTerm	q3
Male	Yes	Yes	Yes	12	Yes	No	No	No	No	No	No	No	No	MtM	Yes	electronicCheck	19.20	239.00	No	check	shortTerm	q2
Male	Yes	No	No	12	Yes	No	DSL	No	No	No	Yes	Yes	No	oneYear	Yes	electronicCheck	59.80	727.80	Yes	check	shortTerm	q2
Male	Yes	No	No	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	electronicCheck	104.95	7544.30	No	check	longTerm	q4
Female	No	Yes	No	63	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	MtM	Yes	electronicCheck	103.50	6479.40	No	check	longTerm	q4
Male	Yes	Yes	No	44	Yes	Yes	fiberOptic	Yes	No	Yes	No	No	No	MtM	Yes	creditCard	84.80	3626.35	No	auto	midTerm	q3
Female	Yes	No	No	18	Yes	Yes	fiberOptic	No	No	Yes	Yes	No	Yes	MtM	Yes	bankTransfer	95.05	1679.40	No	auto	shortTerm	q2
Female	Yes	No	No	9	Yes	No	DSL	No	No	No	No	No	No	MtM	Yes	bankTransfer	44.20	403.35	Yes	auto	shortTerm	q1
Male	Yes	No	No	13	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	MtM	No	mailedCheck	73.35	931.55	No	check	shortTerm	q2
Female	Yes	Yes	No	68	Yes	No	DSL	No	Yes	No	Yes	Yes	No	twoYear	No	bankTransfer	64.10	4326.25	No	auto	longTerm	q4
Female	No	No	No	6	No	No	DSL	No	No	No	No	Yes	Yes	MtM	Yes	electronicCheck	44.40	263.05	No	check	shortTerm	q1
Female	Yes	No	No	2	Yes	No	No	No	No	No	No	No	No	MtM	Yes	mailedCheck	20.05	39.25	No	check	shortTerm	q1
Male	No	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	No	No	No	oneYear	No	creditCard	60.00	3316.10	No	auto	midTerm	q3
Male	No	No	No	1	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	electronicCheck	75.75	75.75	Yes	check	shortTerm	q1
Male	Yes	No	No	38	Yes	No	fiberOptic	No	No	No	No	No	No	MtM	Yes	creditCard	69.50	2625.25	No	auto	midTerm	q3
Female	Yes	No	No	67	Yes	Yes	fiberOptic	Yes	Yes	Yes	No	Yes	No	MtM	Yes	creditCard	102.95	6886.25	Yes	auto	longTerm	q4
Male	Yes	No	No	19	Yes	No	fiberOptic	No	No	No	No	Yes	No	MtM	Yes	bankTransfer	78.70	1495.10	No	auto	shortTerm	q2
Female	Yes	No	No	12	No	No	DSL	No	Yes	Yes	Yes	Yes	Yes	oneYear	No	electronicCheck	60.65	743.30	No	check	shortTerm	q2
Female	Yes	No	No	72	Yes	No	No	No	No	No	No	No	No	twoYear	Yes	bankTransfer	21.15	1419.40	No	auto	longTerm	q4
Male	Yes	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	oneYear	Yes	mailedCheck	84.80	1990.50	No	check	midTerm	q2
Female	Yes	Yes	Yes	72	Yes	Yes	fiberOptic	No	Yes	Yes	No	Yes	Yes	oneYear	Yes	creditCard	103.20	7362.90	No	auto	longTerm	q4
Female	Yes	Yes	Yes	11	No	No	DSL	Yes	No	No	No	No	No	MtM	Yes	electronicCheck	29.60	346.45	No	check	shortTerm	q2
Male	No	Yes	No	4	Yes	Yes	fiberOptic	No	No	No	No	No	No	MtM	Yes	mailedCheck	74.40	306.60	Yes	check	shortTerm	q1
Male	Yes	No	No	66	Yes	No	fiberOptic	Yes	No	Yes	Yes	Yes	Yes	twoYear	Yes	bankTransfer	105.65	6844.50	No	auto	longTerm	q4

oneHot <- read.csv(file = "oneHotNNData.csv", header = TRUE, sep = ",", 
                stringsAsFactors = T)

oneHot$internetserviceno <- as.factor(oneHot$internetserviceno)
oneHot$internetserviceDSL <- as.factor(oneHot$internetserviceDSL)
oneHot$internetservicefibreoptic <- as.factor(oneHot$internetservicefibreoptic)
oneHot$contracttwoyear <- as.factor(oneHot$contracttwoyear)
oneHot$contractoneyear <- as.factor(oneHot$contractoneyear)
oneHot$contractmtm <- as.factor(oneHot$contractmtm)
oneHot$paymentmethodelectroniccheck <- as.factor(oneHot$paymentmethodmailedcheck)
oneHot$paymentmethodbanktransfer <- as.factor(oneHot$paymentmethodbanktransfer)
oneHot$paymentmethodcreditcard <- as.factor(oneHot$paymentmethodcreditcard)
oneHot$paymentmethodmailedcheck <- as.factor(oneHot$paymentmethodmailedcheck)
oneHot$gender <- as.factor(oneHot$gender)
oneHot$seniorcitizen <- as.factor(oneHot$seniorcitizen)
oneHot$partner <- as.factor(oneHot$partner)
oneHot$dependents <- as.factor(oneHot$dependents)
oneHot$phoneservice <- as.factor(oneHot$phoneservice)
oneHot$multiplelines <- as.factor(oneHot$multiplelines)
oneHot$onlinesecurity <- as.factor(oneHot$onlinesecurity)
oneHot$onlinebackup <- as.factor(oneHot$onlinebackup)
oneHot$techsupport <- as.factor(oneHot$techsupport)
oneHot$streamingtv <- as.factor(oneHot$streamingtv)
oneHot$streamingmovies <- as.factor(oneHot$streamingmovies)
oneHot$paperlessbilling <- as.factor(oneHot$paperlessbilling)
oneHot$churn <- as.factor(oneHot$churn)
oneHot$deviceprotection <- as.factor(oneHot$deviceprotection)

kable(oneHot, caption = "ONEHOT DATA")

ONEHOT DATA

internetserviceno	internetserviceDSL	internetservicefibreoptic	contracttwoyear	contractoneyear	contractmtm	paymentmethodelectroniccheck	paymentmethodmailedcheck	paymentmethodbanktransfer	paymentmethodcreditcard	gender	seniorcitizen	partner	dependents	tenure	phoneservice	multiplelines	onlinesecurity	onlinebackup	deviceprotection	techsupport	streamingtv	streamingmovies	paperlessbilling	monthlycharges	totalcharges	churn
0	1	0	0	0	1	0	0	0	0	1	1	1	0	1	0	0	0	1	0	0	0	0	1	29.85	29.85	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	34	1	0	1	0	1	0	0	0	0	56.95	1889.50	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	1	1	0	0	0	0	1	53.85	108.15	1
0	1	0	0	1	0	0	0	1	0	0	1	0	0	45	0	0	1	0	1	1	0	0	0	42.30	1840.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	10	0	0	1	0	0	0	0	0	0	29.75	301.90	0
0	1	0	0	1	0	0	0	1	0	0	1	0	1	62	1	0	1	1	0	0	0	0	0	56.15	3487.95	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	13	1	0	1	0	0	0	0	0	1	49.95	587.45	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	10	1	0	0	0	1	1	0	0	0	55.20	528.35	1
0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	1	39.65	39.65	1
0	1	0	1	0	0	0	0	0	1	1	1	1	0	58	1	1	0	1	0	1	0	0	1	59.90	3505.10	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	49	1	0	1	1	0	1	0	0	0	59.60	2970.30	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	30	1	0	1	1	0	0	0	0	1	55.30	1530.60	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	1	0	0	0	1	0	0	0	0	0	30.20	30.20	1
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	1	1	1	1	1	1	1	90.25	6369.45	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	17	1	0	0	0	0	0	1	1	1	64.70	1093.10	1
0	1	0	0	1	0	1	1	0	0	1	1	1	1	27	1	0	1	1	1	1	0	0	0	66.15	1874.45	0
0	1	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	45.25	45.25	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	10	1	0	0	1	0	0	0	0	0	49.55	475.70	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	70	1	1	1	1	0	0	1	0	1	69.20	4872.35	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	63	1	1	1	1	1	1	1	0	1	79.85	4861.45	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	13	1	1	1	1	0	1	1	0	1	76.20	981.45	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	1	0	0	0	0	0	49.25	97.00	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	52	1	1	1	0	0	1	1	1	1	79.75	4217.80	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	69	1	1	1	0	1	1	0	0	1	64.15	4254.10	0
0	1	0	0	0	1	0	0	0	1	1	0	1	0	25	1	1	1	0	0	1	1	0	1	69.50	1752.65	0
0	1	0	0	1	0	0	0	0	1	1	0	1	1	60	1	0	1	1	1	1	0	1	1	74.85	4456.35	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	0	0	1	1	1	0	0	0	0	42.10	2962.00	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	18	1	0	0	0	1	1	0	0	1	54.40	957.10	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	1	0	1	1	1	1	75.30	244.10	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	31	1	0	0	1	1	1	1	1	0	79.20	2497.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	1	0	0	0	49.05	49.05	0
0	1	0	0	0	1	0	0	1	0	1	1	0	1	3	1	0	1	0	0	1	0	1	1	64.50	177.40	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	46	1	0	0	0	0	0	0	1	0	55.65	2688.85	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	8	1	0	1	1	0	0	0	0	0	54.65	482.25	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	30	1	0	1	1	0	0	1	1	1	74.75	2111.30	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	11	0	0	1	0	0	0	1	1	0	50.55	565.35	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	35	1	0	1	0	0	0	1	0	1	62.15	2215.45	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	29	0	0	0	0	0	0	1	0	0	33.75	1009.25	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	66	1	1	1	0	1	1	1	1	1	84.00	5714.25	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	71	1	1	1	1	0	1	0	0	1	66.85	4748.70	0
0	1	0	0	1	0	0	0	1	0	1	0	1	0	66	0	0	0	1	1	0	1	0	0	45.55	3027.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	5	0	0	0	0	0	0	0	0	0	24.30	100.20	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	32	0	0	1	0	0	0	0	0	0	30.15	927.65	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	52	1	0	1	0	1	1	0	0	0	57.95	3042.25	0
0	1	0	1	0	0	0	0	0	0	1	1	1	1	64	0	0	0	1	0	1	1	1	1	54.60	3423.50	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	36	0	0	1	0	0	0	0	0	0	31.05	1126.35	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	7	1	0	1	0	0	0	0	0	0	50.70	350.35	0
0	1	0	0	1	0	0	0	0	0	0	0	0	0	71	0	0	1	1	0	0	1	1	1	56.45	3985.35	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	25	0	0	1	1	1	0	1	1	1	58.60	1502.65	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	67	1	0	0	0	0	1	0	0	0	50.55	3260.10	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	1	35.45	35.45	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	44.35	81.25	1
0	1	0	1	0	0	0	0	0	1	1	0	1	1	72	1	1	1	1	1	1	1	1	1	88.05	6425.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	8	1	1	1	0	0	1	0	1	0	71.15	563.65	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	45.65	45.65	1
0	1	0	0	1	0	0	0	0	1	0	1	0	1	30	1	0	0	1	1	0	1	0	0	64.50	1929.95	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	15	1	0	0	1	1	1	0	1	1	69.50	1071.40	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	8	1	0	0	0	0	1	1	1	1	68.55	564.35	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	62	1	0	1	1	1	1	1	1	0	86.10	5215.25	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	16	1	0	1	0	1	0	1	0	0	64.25	1024.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	13	1	0	1	1	0	0	0	0	1	56.00	764.55	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	53	1	1	0	1	1	1	0	1	1	73.90	3958.25	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	1	1	1	1	1	1	1	89.05	6254.45	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	58	0	0	0	1	1	0	0	1	1	45.30	2651.20	1
0	1	0	1	0	0	1	1	0	0	0	1	1	0	14	1	0	0	1	1	1	1	1	0	81.95	1181.75	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	1	0	0	0	1	0	0	0	0	0	29.95	29.95	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	45.30	45.30	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	33	1	0	1	0	1	0	1	1	0	74.75	2453.30	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	1	0	0	0	0	0	0	0	0	1	24.80	24.80	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	20	1	0	0	1	0	0	0	0	1	51.80	1023.85	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	0	0	0	0	0	1	0	0	0	30.40	82.15	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	40	1	1	0	1	0	0	0	0	0	56.60	2379.10	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	43	1	1	1	0	0	1	0	1	1	71.90	3173.35	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	0	0	1	1	1	1	0	1	1	55.45	4179.20	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	2	1	0	0	0	0	0	0	0	1	46.00	84.50	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	25.25	25.25	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	57	0	0	1	1	1	0	1	1	1	58.75	3437.45	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	0	0	1	1	1	1	0	0	0	45.25	3139.80	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	66	0	0	1	1	1	1	1	0	1	56.60	3789.20	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	65	1	1	0	1	1	1	1	1	1	84.20	5324.50	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	4	1	0	0	0	0	1	0	0	0	50.05	179.35	1
0	1	0	0	1	0	1	1	0	0	0	1	0	0	24	0	0	1	0	0	0	1	1	1	50.60	1288.75	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	31	1	0	1	0	1	1	1	1	1	81.15	2545.75	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	55.20	55.20	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	47	1	1	1	1	0	1	1	1	1	85.30	4107.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	1	0	1	0	0	0	0	1	54.40	114.10	1
0	1	0	1	0	0	1	1	0	0	1	1	0	0	10	0	0	0	0	0	1	0	0	1	29.60	299.05	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	72	1	1	0	1	1	1	1	1	0	86.60	6350.50	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	41	1	0	1	0	0	1	1	1	1	74.70	3187.65	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	13	1	0	0	1	1	0	0	0	1	54.80	731.30	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	41	1	1	0	0	1	0	0	1	0	65.00	2531.80	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	1	0	0	0	0	0	1	48.55	48.55	1
0	1	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	1	0	0	40.20	40.20	1
0	1	0	0	1	0	0	0	0	1	0	1	0	1	32	1	1	0	1	1	1	1	1	0	83.70	2633.30	0
0	1	0	1	0	0	0	0	0	0	1	1	1	1	67	0	0	0	1	1	1	1	1	1	59.55	4103.90	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	2	1	0	0	0	0	0	0	0	1	44.60	80.55	1
0	1	0	0	0	1	0	0	0	0	1	0	1	0	29	0	0	1	0	1	0	0	1	1	45.00	1228.65	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	3	0	0	0	0	1	0	0	1	1	41.15	132.20	1
0	1	0	1	0	0	0	0	1	0	1	1	0	0	31	0	0	1	1	0	1	0	1	1	49.85	1520.10	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	61	1	1	1	1	1	1	1	1	0	88.10	5526.75	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	57	1	0	1	1	0	1	0	0	1	59.75	3450.15	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	24.80	24.80	1
0	1	0	0	0	1	0	0	1	0	0	0	1	0	21	1	0	1	1	0	0	0	1	1	64.95	1339.80	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	14	0	0	0	0	1	1	1	1	1	55.00	771.95	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	5	1	0	0	1	0	0	0	0	0	50.55	244.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	6	1	0	1	1	0	0	0	0	0	55.15	322.90	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	10	1	0	0	1	0	0	0	0	0	51.20	498.25	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	68	1	1	1	0	0	0	0	0	0	54.45	3687.75	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	20	1	0	0	0	0	0	0	0	1	44.35	927.15	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	10	1	0	0	0	0	0	0	0	1	44.85	435.40	1
0	1	0	0	1	0	1	1	0	0	0	1	0	0	35	1	0	1	1	1	0	0	0	0	61.20	2021.20	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	40	1	1	0	0	1	0	1	1	1	74.55	3015.75	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	23	1	0	0	0	0	0	1	1	1	64.90	1509.80	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	68	0	0	0	1	1	1	1	1	0	60.30	4109.00	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	29	1	0	0	0	1	1	1	1	0	75.55	2054.40	0
0	1	0	0	1	0	0	0	0	1	0	1	0	1	48	1	1	1	0	1	0	1	1	1	78.75	3682.45	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	38	1	0	1	1	0	1	1	1	0	80.30	3058.65	1
0	1	0	0	1	0	0	0	1	0	1	0	0	0	54	1	1	1	1	0	1	1	1	0	82.45	4350.10	1
0	1	0	1	0	0	0	0	0	0	1	1	1	1	72	0	0	0	1	1	1	1	1	1	60.00	4264.00	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.80	44.80	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	9	1	0	1	0	0	0	0	0	0	48.60	422.30	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	69	0	0	1	1	0	1	1	1	1	60.05	4176.70	0
0	1	0	0	0	1	0	0	0	0	1	0	1	1	28	0	0	0	0	0	0	1	0	1	35.90	973.65	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	68	1	1	0	1	1	1	0	1	1	75.80	5293.95	1
0	1	0	1	0	0	0	0	0	0	1	1	0	0	68	1	1	1	1	1	1	1	1	1	88.15	6148.45	0
0	1	0	0	0	1	0	0	1	0	1	0	0	0	32	1	0	0	1	0	1	0	0	0	54.65	1830.10	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	1	1	1	1	1	1	0	85.75	6223.80	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	66	1	1	1	1	1	0	0	0	1	67.45	4508.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	23	0	0	0	0	0	0	1	1	1	44.95	996.85	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	37	1	1	1	0	1	1	0	0	1	62.80	2278.75	0
0	1	0	0	1	0	1	1	0	0	0	1	0	1	17	1	0	0	0	0	0	0	0	0	44.60	681.40	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	21	0	0	1	0	0	0	1	0	1	41.90	840.10	1
0	1	0	0	0	1	0	0	0	0	1	0	0	0	16	1	1	1	0	0	0	0	0	1	54.10	889.00	0
0	1	0	0	0	1	0	0	0	1	0	0	1	0	27	0	0	1	0	0	0	0	0	0	30.75	805.10	1
0	1	0	0	1	0	0	0	0	1	0	1	1	0	58	1	0	0	0	1	0	0	0	0	50.30	2878.55	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	23	1	0	1	0	0	0	0	1	1	59.95	1406.00	0
0	1	0	1	0	0	1	1	0	0	0	1	0	1	24	0	0	1	0	0	1	0	0	0	35.75	830.80	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	43	1	1	0	1	1	1	1	1	0	85.10	3662.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	25.35	25.35	0
0	1	0	1	0	0	0	0	0	0	1	1	0	0	61	1	1	1	1	1	1	1	1	0	89.65	5308.70	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	1	0	0	0	0	0	50.65	50.65	1
0	1	0	1	0	0	0	0	1	0	0	0	1	1	72	0	0	1	1	1	1	1	1	1	64.80	4732.35	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	42	0	0	1	1	1	1	0	1	1	54.75	2348.45	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	44.00	44.00	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	27	1	1	0	1	1	1	1	1	1	84.80	2309.55	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	2	1	0	0	0	0	0	0	0	1	44.30	89.30	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	66	1	1	1	1	1	1	1	1	1	90.05	5965.95	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	33	0	0	0	0	1	1	1	1	1	54.60	1803.70	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	68	1	0	1	0	0	1	0	0	0	55.90	3848.80	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	10	0	0	1	1	1	0	0	0	0	40.70	449.30	0
0	1	0	0	0	1	0	0	1	0	1	0	1	0	55	1	1	0	0	0	0	0	0	0	51.65	2838.55	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	68	1	1	1	0	0	1	0	0	0	58.25	3975.70	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	0	0	1	1	1	1	1	1	1	65.20	4784.45	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	1	0	1	0	1	0	0	0	0	53.45	119.50	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	12	1	0	0	0	0	0	0	0	1	45.40	518.90	1
0	1	0	0	0	1	0	0	0	1	1	1	0	0	26	0	0	0	0	1	1	1	0	1	44.45	1183.80	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	1	1	0	0	0	55.05	55.05	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	18	1	1	1	0	0	0	0	1	0	64.80	1166.70	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	22	1	0	1	0	1	1	0	1	1	69.75	1545.40	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	60	0	0	0	1	1	1	1	1	1	60.20	3582.40	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	30	1	0	0	1	1	1	1	1	0	80.80	2369.30	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	24	1	0	0	1	0	0	1	1	1	69.45	1614.05	0
0	1	0	1	0	0	1	1	0	0	0	1	0	0	70	0	0	0	0	0	1	0	1	1	40.05	2799.75	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	13	1	0	0	0	0	0	0	1	0	55.95	734.35	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	1	55.00	55.00	1
0	1	0	0	0	1	1	1	0	0	0	1	1	0	9	1	0	0	0	1	0	1	1	1	70.05	564.40	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	24	1	0	1	0	0	1	0	0	0	53.60	1315.35	0
0	1	0	0	0	1	0	0	0	0	0	0	1	1	35	1	0	0	1	0	1	1	1	1	76.05	2747.20	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	7	1	0	1	1	1	1	1	0	1	75.70	554.05	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	48	0	0	1	0	1	0	0	1	1	45.30	2145.00	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	1	1	0	1	1	1	1	1	1	88.60	6201.95	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	0	0	0	1	0	1	1	1	0	1	52.55	0.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	1	0	0	1	0	0	1	0	1	59.00	114.15	0
0	1	0	0	1	0	0	0	1	0	0	0	1	0	61	1	1	0	1	0	0	0	1	0	64.05	3902.60	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	22	0	0	0	1	1	0	0	1	1	43.75	903.60	1
0	1	0	0	0	1	1	1	0	0	0	1	1	0	28	1	0	1	1	0	1	0	0	0	60.90	1785.65	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	5	0	0	0	1	0	0	0	0	0	28.45	131.05	1
0	1	0	0	1	0	0	0	1	0	1	1	1	1	70	1	1	1	0	0	0	0	1	0	65.20	4543.15	0
0	1	0	1	0	0	0	0	0	1	0	1	0	1	69	1	1	1	1	1	1	1	0	1	79.45	5502.55	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	28	1	0	1	0	0	1	0	0	0	54.30	1546.30	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	29	1	1	0	0	0	0	0	0	1	51.60	1442.00	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	33	1	0	1	1	1	0	0	0	1	58.45	1955.40	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	60	1	0	0	1	1	1	1	1	1	80.60	4946.70	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	11	1	1	0	0	0	0	0	1	1	58.95	601.60	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	13	0	0	1	0	0	1	1	0	1	45.55	597.00	1
0	1	0	0	1	0	0	0	1	0	1	1	1	1	56	1	1	1	0	1	0	0	1	1	68.75	3808.00	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	38	1	0	1	1	0	1	1	0	0	70.60	2708.20	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	1	0	0	1	49.30	49.30	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	7	1	0	1	0	0	0	1	1	0	69.70	516.15	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	7	1	0	0	0	1	1	1	0	0	64.30	445.95	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	71	1	0	1	0	1	1	0	1	1	70.85	4973.40	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	71	1	1	1	1	0	1	1	0	0	73.50	5357.75	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	11	0	0	0	1	1	1	0	0	1	40.40	422.60	0
0	1	0	1	0	0	0	0	1	0	0	0	0	0	47	1	1	0	1	0	1	0	0	0	59.60	2754.00	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	11	1	0	0	0	1	1	0	1	0	64.90	697.25	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	61	1	0	1	1	0	1	1	1	1	81.05	4747.65	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	52	1	0	1	1	0	0	1	0	1	63.25	3342.45	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	71	1	1	1	1	1	1	1	1	0	90.40	6668.05	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	63	1	1	1	1	1	0	1	1	0	83.50	5435.00	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	45.60	45.60	0
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0	1	0	1	0	0	1	1	0	0	0	1	0	0	16	0	0	1	1	1	1	1	0	0	54.85	916.15	0
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0	1	0	1	0	0	0	0	1	0	0	1	0	0	50	1	1	0	0	1	1	0	1	0	69.50	3418.20	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	15	1	1	0	0	0	0	0	0	0	48.85	631.40	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	8	0	0	0	0	0	0	0	0	1	25.25	186.30	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	1	1	0	89.85	6562.90	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	40	0	0	1	0	0	1	1	1	1	54.55	2236.20	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	68	1	1	1	1	1	1	0	0	0	70.90	4911.35	0
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0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	45.70	45.70	1
0	1	0	0	1	0	0	0	0	0	0	1	1	1	50	1	1	0	0	1	1	1	0	1	69.65	3442.15	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	68	1	1	1	1	1	1	1	1	1	88.85	6132.70	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	45	1	0	1	1	1	0	1	1	0	78.80	3597.50	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	0	0	0	0	0	0	0	0	1	24.25	96.05	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	0	45.25	428.70	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	65	1	1	1	1	0	0	0	1	1	69.55	4459.15	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	49	0	0	0	0	1	0	0	0	1	30.20	1453.10	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	0	70	0	0	0	1	1	1	1	1	0	57.80	4039.30	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	52	0	0	0	1	0	0	1	1	1	49.15	2550.90	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	0	0	0	0	0	1	1	34.70	62.25	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	61	1	0	0	0	1	1	1	1	1	73.80	4616.05	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	3	1	0	1	0	0	1	1	0	1	64.40	195.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	1	49.90	49.90	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	2	1	0	1	0	0	0	0	0	1	49.25	91.10	1
0	1	0	0	1	0	1	1	0	0	0	1	0	0	52	0	0	0	1	0	0	0	0	0	30.10	1623.40	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	31	1	1	1	1	0	1	0	1	1	75.25	2344.50	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	0	1	1	1	1	1	1	85.15	6316.20	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	3	1	0	0	0	1	0	0	0	1	50.15	168.15	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	0	1	1	0	0	1	66.50	4811.60	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	66	1	1	0	0	1	0	1	0	1	63.30	4189.70	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	1	0	0	0	0	0	49.25	208.45	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	65	1	0	1	1	0	1	0	0	1	59.60	3739.80	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	29	1	1	0	1	1	0	1	1	0	80.10	2211.80	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	71	0	0	0	1	1	1	1	1	0	58.25	4145.90	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	26	0	0	0	0	1	0	1	1	1	50.35	1277.50	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	45.35	141.50	1
0	1	0	1	0	0	0	0	0	1	0	1	0	0	65	1	1	0	1	1	1	0	1	1	74.20	4805.65	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	32	0	0	0	0	1	0	1	1	0	50.60	1653.45	0
0	1	0	1	0	0	0	0	1	0	1	0	1	0	72	1	1	1	1	1	1	1	1	1	89.85	6697.35	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	47	1	1	1	0	1	1	0	0	1	65.00	2879.90	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	0	0	0	0	0	0	1	44.05	202.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	27	1	0	1	1	0	0	0	0	1	56.70	1652.95	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	70	1	0	1	1	1	0	1	1	1	80.15	5600.15	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	7	1	0	1	0	1	1	0	1	1	71.35	515.75	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	0	1	1	0	0	0	66.85	4758.80	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	11	0	0	0	0	0	0	1	0	1	35.80	363.15	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	17	1	0	1	1	0	0	0	1	0	64.80	1175.60	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	3	0	0	0	1	0	0	0	1	0	40.30	92.50	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	71	1	0	0	1	0	1	1	1	1	73.35	5154.50	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	5	1	0	0	0	0	0	0	0	0	44.80	220.45	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	27	1	0	1	1	0	0	0	0	1	54.75	1510.30	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	1	52.20	52.20	1
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0	1	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	1	0	0	0	0	0	0	55.30	3983.60	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	34	1	1	1	0	0	1	0	0	1	60.85	2003.60	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	24	1	1	1	1	0	0	1	1	0	78.40	1832.40	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	1	1	1	1	1	1	0	0	0	69.65	4908.25	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	60	0	0	1	0	1	1	1	1	0	59.85	3590.20	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	68	1	1	1	1	1	0	0	1	1	76.90	5023.00	0
0	1	0	1	0	0	0	0	0	1	1	1	0	1	34	1	0	1	0	1	1	1	0	0	67.65	2339.30	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	6	0	0	0	0	0	0	1	1	0	45.00	298.70	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	2	1	0	0	1	0	1	0	1	1	64.20	143.65	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	46	1	0	0	1	0	1	1	0	1	64.20	3009.50	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	1	0	1	1	1	76.80	5468.45	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	18	1	0	0	0	1	1	0	0	0	55.20	1058.10	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	43	1	0	1	0	1	1	1	1	1	79.15	3566.60	0
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0	1	0	0	0	1	0	0	1	0	1	1	0	0	13	0	0	1	0	0	0	0	0	1	30.85	394.10	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	65	1	0	1	1	1	1	1	1	1	84.85	5459.20	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	12	0	0	1	0	0	1	0	0	0	33.15	444.75	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	1	1	1	1	1	1	1	92.00	6782.15	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	1	1	1	1	1	1	0	89.80	6510.45	0
0	1	0	1	0	0	1	1	0	0	0	1	0	1	52	1	1	1	1	0	1	1	1	1	85.15	4461.85	0
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0	1	0	1	0	0	0	0	1	0	0	1	1	0	62	0	0	0	0	0	1	1	0	1	39.00	2337.45	0
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0	1	0	0	1	0	0	0	0	1	1	1	1	0	63	1	1	1	1	0	0	1	1	1	79.70	4786.15	0
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0	1	0	0	0	1	0	0	1	0	0	1	1	1	27	1	1	0	0	0	1	1	1	0	71.60	1957.10	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	71	1	0	1	0	1	1	1	1	0	81.85	5924.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	0	1	0	1	1	0	49.15	649.40	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	8	1	0	1	0	0	1	0	0	0	54.25	447.75	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	52	1	1	1	0	1	1	1	0	0	74.00	3877.65	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	1	0	0	1	50.25	152.30	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	12	0	0	0	0	1	1	0	1	1	43.65	526.95	1
0	1	0	0	0	1	0	0	0	1	1	1	1	1	16	0	0	0	0	0	0	0	1	1	35.50	552.70	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	40	1	1	0	0	1	1	1	1	1	80.75	3208.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	5	0	0	0	0	1	0	0	1	0	39.50	210.75	1
0	1	0	0	0	1	0	0	1	0	1	1	1	0	34	1	0	0	0	0	1	0	0	0	50.20	1815.30	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	10	1	0	1	0	0	1	1	0	0	62.25	612.95	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	14	1	0	1	0	0	1	0	0	0	55.70	795.15	0
0	1	0	0	1	0	1	1	0	0	0	0	0	0	20	1	0	1	0	0	1	0	0	0	54.00	1055.90	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	2	1	0	0	1	0	0	0	0	1	49.05	91.10	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	22	0	0	0	0	1	1	1	1	0	56.75	1304.85	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	29	1	0	0	0	1	1	1	1	1	75.35	2243.90	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	70	1	0	1	1	1	1	0	0	0	64.95	4523.25	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	41	1	1	0	1	1	0	1	0	0	68.50	2839.95	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	7	1	0	1	0	1	1	1	1	0	81.25	580.10	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	5	1	1	0	0	0	1	0	0	1	55.70	259.40	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	3	1	0	0	1	1	0	0	0	1	56.15	168.15	1
0	1	0	0	0	1	1	1	0	0	0	1	1	0	40	1	0	0	1	0	0	0	0	1	50.15	2058.50	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	60	0	0	1	1	1	0	0	0	0	39.60	2424.50	0
0	1	0	1	0	0	1	1	0	0	1	0	0	0	71	1	1	1	1	1	1	1	1	0	89.85	6293.45	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	39	1	1	0	0	0	1	0	0	1	53.85	2200.70	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	70	0	0	1	0	1	1	1	1	0	59.50	4144.80	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	50	1	1	1	0	1	1	1	1	1	82.50	4179.10	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	19	0	0	0	0	0	0	1	1	1	44.85	893.55	1
0	1	0	0	1	0	0	0	1	0	0	1	1	1	25	1	0	1	1	1	0	0	0	1	61.60	1611.00	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	12	1	0	0	1	0	0	0	0	1	49.05	593.05	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	23	1	0	1	1	1	1	0	0	1	66.25	1533.80	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	14	1	1	1	0	0	0	1	0	1	64.70	941.00	1
0	1	0	0	0	1	0	0	1	0	0	1	1	1	11	1	1	1	0	0	0	1	0	1	65.15	723.35	0
0	1	0	1	0	0	0	0	0	1	1	1	0	1	13	1	1	1	1	1	1	1	1	0	88.95	1161.75	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	18	1	1	0	1	0	0	0	0	0	56.80	1074.65	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	1	35.55	35.55	1
0	1	0	0	1	0	1	1	0	0	0	1	0	0	29	0	0	1	0	0	1	0	0	0	35.60	1072.60	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	1	1	0	0	0	0	1	0	1	60.25	170.50	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	41	0	0	0	1	0	0	0	1	1	40.35	1677.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	1	0	0	54.85	370.40	0
0	1	0	0	1	0	1	1	0	0	1	1	1	0	52	1	0	1	0	1	0	1	0	1	64.30	3410.60	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	70	1	1	0	1	1	1	1	0	0	76.10	5264.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	1	0	0	0	1	0	0	0	0	1	31.35	31.35	1
0	1	0	0	1	0	0	0	1	0	1	1	0	0	67	1	0	1	0	1	1	0	1	1	72.35	4991.50	0
0	1	0	1	0	0	0	0	1	0	1	0	1	0	71	1	1	1	1	1	1	0	1	1	82.70	5831.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	5	1	1	1	0	0	0	0	0	1	53.80	283.95	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	26	1	1	0	0	0	0	0	0	1	51.55	1295.40	0
0	1	0	0	1	0	0	0	0	1	0	0	0	0	70	0	0	0	1	1	0	1	0	1	44.05	3011.65	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	14	1	1	0	1	0	0	0	0	1	54.25	773.20	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	46	1	1	1	0	1	0	1	1	0	79.20	3593.80	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	39	1	0	0	0	0	1	0	0	1	49.80	1971.15	0
0	1	0	0	0	1	0	0	1	0	0	0	0	0	21	1	0	0	0	1	0	1	0	1	60.05	1236.15	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	57	0	0	1	0	1	0	1	1	1	53.75	3196.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	1	0	0	0	0	0	1	1	60.15	60.15	1
0	1	0	0	1	0	0	0	1	0	1	1	1	0	58	1	1	1	0	0	1	0	0	1	61.05	3478.75	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	35	1	1	1	1	1	1	0	0	1	69.15	2490.15	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	47	1	0	0	0	1	1	1	1	0	74.45	3510.30	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	14	1	0	0	1	0	0	0	0	0	50.45	765.45	0
0	1	0	0	0	1	0	0	0	0	1	0	1	0	20	1	0	0	1	0	0	0	1	1	60.00	1259.35	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	66	1	1	1	1	0	1	1	1	0	85.25	5538.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	12	1	0	0	1	0	0	0	0	1	49.40	611.65	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	18	0	0	0	0	0	0	0	0	0	25.55	467.85	0
0	1	0	0	0	1	0	0	0	1	1	1	0	1	9	1	0	0	0	0	1	1	1	1	69.40	571.45	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	11	1	1	0	0	0	1	0	1	1	66.35	740.80	1
0	1	0	0	0	1	0	0	0	1	1	1	1	1	62	1	1	0	0	0	0	1	1	1	70.45	4300.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	17	1	1	1	0	0	0	0	1	0	65.75	1111.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	9	0	0	0	0	0	0	0	0	1	24.60	190.10	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	64	1	0	1	0	1	1	1	0	0	69.25	4447.75	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	1	45.85	45.85	1
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0	1	0	1	0	0	0	0	0	1	0	1	1	0	61	1	1	1	0	1	1	0	1	0	75.35	4729.30	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	20	1	0	1	0	1	0	0	1	0	64.40	1398.60	0
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0	1	0	0	0	1	1	1	0	0	0	1	0	0	30	1	1	1	0	0	0	0	1	1	64.50	1888.45	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	21	0	0	1	0	0	0	0	0	0	28.50	629.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	45.30	45.30	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	45.05	45.05	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	0	0	0	1	0	0	1	30.90	59.05	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	1	0	1	1	1	1	1	85.90	6110.75	0
0	1	0	0	1	0	0	0	0	0	1	0	0	0	45	0	0	0	0	0	0	0	1	0	34.20	1596.60	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	1	0	0	0	0	1	50.30	92.75	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	12	1	0	0	1	0	0	0	0	1	51.25	612.10	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	64	1	1	0	1	1	1	1	0	1	76.10	4818.80	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	53	0	0	1	1	1	1	1	0	1	53.60	2879.20	0
0	1	0	1	0	0	1	1	0	0	1	1	1	0	55	1	0	1	1	0	1	0	0	0	56.80	3112.05	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	36	0	0	1	0	1	1	1	1	0	60.70	2234.55	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	1	1	1	62.80	62.80	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	1	1	0	0	0	1	1	1	1	0	74.10	74.10	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	63	1	1	1	1	1	1	0	0	0	68.80	4111.35	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	72	1	1	1	1	1	0	1	1	0	84.45	5899.85	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	1	70	1	1	1	0	0	1	1	1	1	80.60	5460.20	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	24	0	0	1	1	1	0	1	1	0	57.60	1367.75	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	11	1	0	0	0	0	0	0	0	1	44.05	483.70	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	66	1	0	1	1	0	1	0	0	1	58.20	3810.80	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	45	1	0	1	0	1	1	1	1	1	81.00	3533.60	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	28	1	0	0	0	1	0	1	0	1	59.55	1646.45	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	36	1	0	1	1	1	1	0	1	1	75.55	2680.15	0
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0	1	0	0	0	1	1	1	0	0	0	1	1	0	9	1	0	1	1	0	1	1	0	1	68.95	593.85	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	0	0	1	1	1	1	1	1	1	65.10	4754.30	0
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0	1	0	0	0	1	0	0	0	1	1	1	0	0	2	1	0	0	1	0	1	0	0	1	55.05	102.75	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	1	0	0	0	0	0	0	51.25	51.25	0
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0	1	0	0	1	0	0	0	1	0	1	0	1	0	66	1	1	0	1	1	0	1	0	1	70.85	4738.85	0
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0	1	0	0	1	0	0	0	0	0	0	1	1	0	49	1	1	1	0	0	0	0	0	1	55.35	2633.95	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	68	0	0	1	0	1	0	1	1	1	54.10	3794.50	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	71	1	1	1	1	1	1	0	1	0	80.40	5727.15	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	25.80	25.80	1
0	1	0	0	1	0	0	0	0	0	1	1	0	0	41	1	1	0	0	1	1	0	1	1	68.60	2877.05	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	1	1	0	0	0	1	1	42.60	72.40	1
0	1	0	0	1	0	0	0	0	0	0	1	0	0	37	1	1	1	1	1	1	0	0	0	67.45	2443.30	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	29	1	0	1	1	1	0	0	1	1	68.85	1970.50	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	8	1	0	0	0	0	0	0	0	0	43.55	335.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	19	1	0	0	0	0	0	0	1	1	56.20	1093.40	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	7	1	1	1	1	0	1	0	0	0	64.20	475.00	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	69	1	0	1	1	1	1	1	0	1	75.75	5388.15	0
0	1	0	1	0	0	0	0	0	0	1	1	1	1	72	1	1	0	1	0	1	1	1	1	78.95	5730.15	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	4	1	0	1	0	0	0	0	0	0	50.30	217.10	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	30	1	0	0	0	1	0	0	0	1	50.00	1474.90	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	45.85	45.85	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	31	1	1	0	1	0	1	1	1	0	80.55	2471.60	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	12	1	1	1	1	0	1	0	0	1	67.25	832.30	0
0	1	0	0	1	0	0	0	1	0	0	1	0	1	39	0	0	1	0	0	1	1	0	0	45.05	1790.60	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	7	0	0	1	0	0	1	0	0	0	34.65	246.60	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	72	1	0	0	1	1	0	1	1	1	75.40	5480.25	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	10	1	0	0	0	1	0	1	1	1	67.80	653.15	0
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0	1	0	0	0	1	0	0	0	0	1	0	0	0	3	1	0	0	0	0	0	0	0	0	45.00	127.10	1
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0	1	0	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	1	1	0	1	59.50	415.95	1
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0	1	0	0	0	1	1	1	0	0	0	1	0	0	21	0	0	0	1	0	1	0	0	1	36.00	780.15	0
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0	1	0	0	0	1	0	0	0	1	1	1	1	1	6	1	1	0	0	0	0	0	0	1	48.95	273.25	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	1	70	1	0	0	1	1	1	1	1	1	80.40	5717.85	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	1	1	1	1	1	90.95	6468.60	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	67	0	0	1	1	0	1	0	1	1	50.95	3521.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	27	1	1	0	0	1	1	0	0	0	59.45	1611.65	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	69	1	1	1	1	1	1	0	1	1	81.50	5553.25	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	2	0	0	0	0	0	1	0	0	0	29.05	44.75	0
0	1	0	0	1	0	1	1	0	0	1	1	1	0	46	1	0	1	1	0	1	0	1	0	70.60	3231.05	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	20	1	1	1	0	0	1	0	0	0	59.20	1191.20	0
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0	1	0	1	0	0	0	0	0	0	0	1	1	1	63	0	0	1	1	1	0	1	1	0	59.00	3707.60	0
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0	1	0	0	1	0	1	1	0	0	1	1	1	1	59	1	1	1	1	0	1	0	0	0	65.50	3801.30	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	68	1	1	0	1	0	1	0	1	0	70.80	4859.95	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	0	0	0	72.10	5016.65	0
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0	1	0	1	0	0	0	0	0	0	0	1	1	0	72	1	1	1	1	1	0	1	1	1	85.25	6083.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	35	1	1	0	0	0	0	0	0	0	50.15	1655.35	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	26	1	1	0	1	0	1	0	0	1	60.05	1616.15	1
0	1	0	0	0	1	1	1	0	0	0	1	1	1	7	0	0	1	1	1	0	1	1	0	58.85	465.70	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	39	0	0	0	0	0	0	0	0	1	25.25	947.75	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	1	0	1	34.70	34.70	1
0	1	0	0	1	0	0	0	0	0	0	1	1	1	54	1	1	0	1	0	1	1	0	1	70.70	3770.00	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	63	1	0	1	1	1	1	1	0	0	75.55	4707.85	0
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0	1	0	0	0	1	0	0	0	0	1	1	1	0	1	1	0	0	0	0	0	0	0	1	45.00	45.00	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	45	1	0	1	0	1	0	1	1	1	75.95	3273.80	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	59	1	0	1	1	1	0	1	0	0	66.40	3958.20	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	69	0	0	0	1	1	0	0	0	1	35.75	2492.25	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	1	45.55	402.60	1
0	1	0	0	0	1	0	0	0	1	1	0	1	0	47	1	1	1	1	1	0	0	0	1	67.45	3252.00	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	2	0	0	0	0	0	0	0	1	1	35.10	68.75	1
0	1	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	0	46.20	46.20	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	45.15	45.15	1
0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	1	1	43.30	43.30	1
0	1	0	0	0	1	0	0	0	1	1	0	0	0	38	1	0	1	1	0	0	0	0	1	57.15	2250.65	1
0	1	0	1	0	0	0	0	0	1	1	1	1	0	65	1	0	1	0	1	1	0	0	0	58.90	3857.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	45.95	45.95	1
0	1	0	0	0	1	0	0	0	0	1	0	0	0	52	0	0	0	1	1	1	1	0	1	50.50	2566.30	0
0	1	0	0	1	0	1	1	0	0	1	0	1	0	26	1	0	0	0	1	0	0	1	0	60.70	1597.40	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.05	44.05	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	45.55	45.55	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	0	1	1	1	0	1	0	1	70.65	5011.15	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	43	1	1	1	1	0	1	1	1	0	86.45	3574.50	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	72	1	1	1	1	1	1	1	1	0	88.55	6362.35	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	26	0	0	1	1	0	0	0	1	1	44.65	1156.55	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	29	1	0	1	0	0	0	0	1	1	60.20	1834.15	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	27	1	0	1	1	0	0	0	0	0	55.45	1477.65	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	24	1	0	1	1	0	1	0	1	1	70.30	1706.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	67	1	0	1	0	1	1	0	0	1	60.40	3953.70	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	23	1	0	0	1	1	0	0	0	0	55.80	1327.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	14	0	0	0	1	0	0	0	0	1	31.10	419.70	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	1	1	0	0	0	0	0	0	0	0	45.10	45.10	1
0	1	0	0	0	1	0	0	0	1	0	0	0	0	4	0	0	0	1	0	0	1	1	1	50.95	207.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	16	1	1	1	1	0	0	0	1	1	69.10	1083.70	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	46	0	0	0	0	0	0	1	1	1	43.95	2007.85	0
0	1	0	1	0	0	0	0	1	0	0	1	0	1	68	1	1	1	1	0	1	1	1	1	86.50	5882.75	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	38	1	1	1	1	1	1	0	0	0	69.95	2657.55	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	30	1	0	0	1	0	0	0	0	1	50.40	1527.50	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	1	1	1	90.60	6441.85	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	40	0	0	0	1	0	1	0	0	0	36.00	1382.90	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	7	1	0	1	1	0	1	1	1	1	78.50	571.05	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	5	0	0	0	1	0	0	0	0	1	30.50	167.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	1	1	0	0	0	1	1	0	0	64.60	174.20	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	24	1	0	0	0	0	1	0	0	1	51.10	1269.60	0
0	1	0	1	0	0	0	0	0	1	1	0	1	0	72	1	1	1	1	1	1	1	1	0	89.10	6352.40	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	24	1	0	1	0	0	1	0	0	0	54.95	1348.50	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	1	0	0	0	0	50.90	50.90	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	70	1	1	0	1	1	1	1	1	1	85.95	5931.75	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	25	1	1	0	0	0	0	1	0	0	60.35	1404.65	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	59	1	1	0	0	1	1	1	0	1	72.10	4194.85	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	51	1	0	1	1	0	1	0	0	1	60.50	3145.15	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	63	1	1	1	1	1	1	0	0	0	71.50	4576.30	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	1	0	54.65	189.10	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	1	1	1	0	0	0	0	0	0	1	49.80	49.80	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	8	0	0	0	0	0	0	0	0	0	25.50	215.20	1
0	1	0	0	0	1	0	0	0	1	0	1	1	0	14	1	0	0	0	1	0	0	0	0	50.20	668.85	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	46	1	1	1	0	0	0	0	0	0	53.10	2459.80	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	5	0	0	0	1	0	1	0	0	0	34.25	163.55	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	42	1	1	1	1	0	0	0	0	1	60.15	2421.60	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	66	1	0	1	1	0	0	0	0	1	54.80	3465.70	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	24	1	0	1	0	0	0	0	0	1	49.55	1210.40	1
0	1	0	0	0	1	0	0	0	1	0	0	0	0	24	1	1	0	1	0	0	0	0	0	54.80	1291.30	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	69	1	1	1	1	1	1	0	1	1	78.60	5356.45	1
0	1	0	1	0	0	0	0	0	0	1	1	0	0	60	0	0	1	0	1	0	1	1	0	53.60	3237.05	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	72	1	0	1	0	1	1	1	1	1	80.80	5728.55	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	57	1	0	0	1	1	1	1	0	0	69.75	3894.40	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	27	1	1	1	0	0	1	1	1	0	80.85	2204.35	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	12	0	0	0	1	0	0	0	0	0	29.20	309.10	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	35	0	0	1	0	0	1	1	0	1	46.35	1662.05	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	45	1	1	0	1	1	0	1	1	0	78.75	3600.65	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	45.70	45.70	1
0	1	0	1	0	0	1	1	0	0	0	1	1	1	67	1	0	1	0	1	1	0	1	0	67.85	4627.65	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	2	0	0	0	0	0	0	1	1	0	44.60	97.10	1
0	1	0	1	0	0	0	0	0	1	0	1	0	0	54	0	0	1	0	0	1	1	0	0	45.20	2460.55	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	5	1	1	0	0	0	0	0	0	0	47.15	223.15	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	70	1	1	1	1	1	1	1	0	1	79.25	5731.85	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	53	1	1	1	0	1	1	1	1	0	85.70	4616.10	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	13	1	0	0	1	1	1	0	0	0	61.80	750.10	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	28	1	1	0	0	0	0	0	0	0	49.90	1410.25	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	45.30	45.30	1
0	1	0	0	1	0	1	1	0	0	0	1	1	0	52	1	0	1	1	0	0	1	1	1	75.40	3865.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	1	2	1	1	1	1	0	0	0	0	0	60.95	134.60	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	5	0	0	0	0	0	0	0	0	0	25.05	125.50	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	41	1	0	1	1	1	0	0	0	1	60.30	2511.30	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	43	1	0	1	1	0	0	0	1	1	63.95	2737.05	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	71	1	1	1	1	1	1	1	1	0	90.55	6404.00	0
0	1	0	0	0	1	0	0	1	0	1	0	0	0	28	1	1	0	1	1	1	0	0	0	64.45	1867.60	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	0	0	0	0	0	0	0	0	0	24.70	24.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	1	0	1	0	1	1	1	77.40	206.15	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	71	0	0	1	1	1	1	0	0	1	47.60	3377.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	1	1	0	0	0	0	0	0	1	49.40	106.55	1
0	1	0	0	0	1	0	0	0	0	1	1	1	0	22	1	1	1	0	0	1	1	1	1	79.20	1742.75	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	1	1	1	1	1	1	1	1	0	86.65	6224.80	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	71	1	1	1	1	1	1	1	1	0	90.35	6325.25	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	7	1	0	0	0	1	0	0	0	0	48.70	340.25	1
0	1	0	0	1	0	0	0	1	0	0	1	1	1	51	1	0	1	0	0	1	1	1	1	76.40	3966.30	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	49	1	1	1	1	0	0	0	0	1	59.75	2934.30	1
0	1	0	0	1	0	0	0	0	1	1	1	0	0	14	1	0	0	0	0	1	0	1	0	59.10	772.85	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	16	1	0	1	1	0	0	0	0	1	55.85	857.80	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	72	1	1	1	1	1	0	1	1	1	84.10	5981.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	4	0	0	1	1	0	0	0	0	1	33.65	137.85	1
0	1	0	0	1	0	0	0	0	0	1	1	0	0	36	1	1	0	0	1	0	0	0	0	55.80	1941.50	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	50	0	0	0	1	1	1	0	0	0	39.70	1932.75	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	48	0	0	0	0	0	1	0	0	1	29.50	1423.05	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	1	1	1	1	0	1	0	79.55	5810.90	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	55	1	0	1	0	0	0	0	1	0	59.45	3157.00	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	46	1	0	0	0	0	0	0	0	0	44.95	2168.90	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	33	1	1	1	0	0	1	0	0	0	59.40	1952.80	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	40	1	0	1	1	0	1	0	0	1	61.90	2647.10	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	1	0	0	1	0	0	0	0	54.35	54.35	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	0	0	1	1	1	1	1	1	0	64.45	4528.00	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	12	1	1	0	0	0	1	1	1	1	75.85	854.45	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	5	0	0	0	0	0	0	0	0	1	24.95	100.40	1
0	1	0	1	0	0	0	0	0	0	1	1	1	1	67	1	1	1	0	0	0	1	1	1	75.50	5229.45	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	44.45	44.45	0
0	1	0	0	1	0	0	0	0	0	0	1	1	0	40	0	0	1	1	1	0	0	0	1	42.35	1716.45	1
0	1	0	0	0	1	0	0	0	1	0	1	1	1	41	1	1	1	1	1	0	1	0	1	74.55	3023.55	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	42	0	0	1	0	1	1	1	0	0	48.15	2032.30	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	54	1	0	1	0	1	1	0	1	0	69.95	3871.85	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	7	1	0	0	0	0	0	1	1	1	66.85	458.10	0
0	1	0	0	1	0	1	1	0	0	1	1	0	1	21	1	0	1	0	1	0	0	1	0	64.85	1336.80	0
0	1	0	1	0	0	0	0	0	0	0	0	1	0	30	1	1	0	0	1	0	1	1	0	74.85	2181.75	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	1	0	0	1	50.50	147.75	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	1	0	0	0	0	0	0	1	50.10	50.10	0
0	1	0	1	0	0	0	0	0	0	1	1	1	1	57	1	1	1	0	1	1	1	1	1	84.50	4845.40	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	0	1	1	1	1	1	1	1	83.70	6096.90	0
0	1	0	1	0	0	1	1	0	0	1	1	1	0	62	1	0	1	0	1	1	1	1	0	81.00	4985.90	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	21	1	0	1	0	1	1	0	0	1	60.25	1258.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	1	0	0	0	1	0	0	1	0	60.85	111.40	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	43.95	43.95	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	50	1	1	0	1	1	1	1	1	1	84.15	4164.40	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	2	1	0	0	0	0	1	0	0	1	50.20	109.25	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	24	1	1	1	0	0	0	0	0	0	54.75	1338.15	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	29	0	0	0	0	0	1	0	0	1	31.20	926.20	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	71	1	1	0	1	1	1	1	1	0	84.20	5956.85	0
0	1	0	1	0	0	0	0	1	0	0	0	1	0	56	1	0	1	1	1	1	1	1	1	85.65	4824.45	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	66	1	1	0	0	0	1	0	1	0	63.85	4264.60	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	17	1	1	0	0	1	1	0	0	1	61.95	1070.70	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	19	1	0	0	1	0	0	1	0	0	58.20	1045.25	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	0	70	0	0	1	0	1	1	0	1	1	49.85	3370.20	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	66	1	1	1	1	1	1	1	1	0	89.90	5958.85	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	1	0	1	1	1	1	1	82.00	5999.85	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	0	1	1	0	1	1	1	1	79.35	5753.25	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	1	1	1	1	0	0	0	64.05	4492.90	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	33	0	0	0	1	0	0	1	0	1	39.10	1309.00	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	23	0	0	1	0	0	1	0	0	0	34.60	813.45	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	54	1	0	1	1	0	1	1	0	1	69.90	3883.30	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	23	1	1	0	1	0	1	0	0	0	59.70	1414.20	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	41	1	1	1	1	1	0	1	0	1	78.35	3211.20	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	27	0	0	0	1	1	0	0	1	1	45.85	1246.40	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	67	0	0	1	0	0	1	0	0	0	35.70	2545.70	0
0	1	0	1	0	0	0	0	0	1	1	0	1	1	72	1	1	1	1	1	1	1	1	1	89.55	6448.85	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	34	1	1	1	1	0	1	0	0	1	64.40	2088.75	1
0	1	0	0	0	1	0	0	1	0	0	1	1	1	30	1	1	1	0	0	0	0	0	1	54.45	1588.70	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	11	1	0	0	0	0	1	1	1	0	70.50	829.30	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	11	1	0	0	0	1	0	1	1	1	69.35	712.25	0
0	1	0	1	0	0	0	0	1	0	0	0	1	0	72	1	0	1	1	1	1	1	0	0	74.40	5360.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	1	0	1	0	0	0	0	0	0	51.20	51.20	0
0	1	0	0	1	0	0	0	0	1	1	1	0	1	15	1	0	1	1	1	1	0	0	0	65.60	1010.00	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	60	1	1	0	0	1	1	1	1	0	80.55	4847.05	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	56	1	0	1	0	1	0	0	0	0	52.70	3019.70	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	49	1	1	0	0	0	0	0	0	1	52.15	2583.75	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	1	0	0	0	1	0	0	0	1	49.85	49.85	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	7	1	0	1	0	0	0	0	0	1	48.20	340.35	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	16	1	1	0	0	1	0	0	1	1	65.20	1043.35	1
0	1	0	0	0	1	1	1	0	0	0	1	0	1	3	1	0	1	0	1	0	0	0	0	55.90	157.55	0
0	1	0	0	0	1	0	0	0	1	0	0	1	0	8	1	0	0	0	1	1	0	1	1	64.40	581.70	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	13	0	0	0	0	1	0	1	1	1	48.75	633.40	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	54	1	1	1	1	1	1	1	1	0	91.30	4965.00	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	0	1	1	1	1	1	0	85.95	6151.90	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	25.15	25.15	1
0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	45.20	45.20	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	48	1	0	1	1	0	0	0	0	0	55.50	2627.35	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	71	1	1	1	1	1	1	1	1	1	91.25	6589.60	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	1	0	1	0	0	0	0	0	1	47.80	92.45	1
0	1	0	0	1	0	1	1	0	0	1	1	1	1	9	1	0	0	1	0	1	1	0	1	65.60	593.30	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	0	0	1	1	1	1	1	1	1	63.70	4464.80	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	1	1	1	93.25	6688.95	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	35	1	1	0	0	0	1	1	1	1	73.45	2661.10	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	63	1	1	1	1	1	1	1	1	1	89.40	5597.65	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	28	1	1	0	1	0	0	0	1	0	64.40	1802.15	0
0	1	0	0	1	0	0	0	0	1	1	1	1	0	47	1	0	1	0	1	0	1	0	1	66.05	3021.45	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	57	1	1	1	1	0	1	0	0	0	65.20	3687.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	1	0	1	0	0	0	1	55.80	274.35	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	48	0	0	1	0	1	0	0	1	0	45.00	2196.30	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	3	1	0	0	0	0	0	0	0	1	46.10	130.15	0
0	1	0	1	0	0	1	1	0	0	1	0	0	0	14	0	0	1	0	1	1	0	0	0	39.70	692.35	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	61	0	0	1	0	1	0	0	0	0	33.60	2117.20	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	49	1	0	1	1	1	1	0	0	0	67.40	3306.85	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	67	1	0	1	1	0	0	0	0	1	54.20	3838.20	0
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0	1	0	0	1	0	1	1	0	0	1	1	1	0	67	1	1	1	1	1	0	0	1	0	75.10	5064.45	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	33	1	1	1	1	1	0	1	0	1	72.75	2447.45	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	45.95	45.95	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	49	0	0	1	0	0	0	0	1	1	39.20	1838.15	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.75	44.75	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	71	1	1	1	1	1	1	1	1	0	90.30	6287.30	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	66	1	0	0	0	0	1	0	0	1	49.40	3251.85	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	11	1	0	0	1	0	0	1	0	1	61.25	729.95	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	47	1	0	1	1	0	0	0	0	1	55.30	2654.05	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	29	0	0	1	1	0	1	0	0	0	39.50	1082.75	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	21	0	0	0	0	0	0	0	0	1	26.05	565.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	3	0	0	0	1	0	0	0	0	0	29.65	90.05	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	43	1	0	0	1	0	0	0	0	0	50.20	2169.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	1	55.45	55.45	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	71	1	1	1	0	1	1	1	1	0	85.45	6300.85	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	8	1	1	0	0	0	0	1	0	1	59.25	436.60	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	2	0	0	0	1	0	0	0	0	1	30.25	63.75	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	12	0	0	0	0	1	0	1	1	1	49.85	617.15	0
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0	1	0	0	1	0	0	0	1	0	1	1	1	0	71	1	0	1	1	1	1	1	1	1	84.80	6046.10	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	28	0	0	0	1	1	1	1	1	1	60.00	1682.05	0
0	1	0	1	0	0	0	0	0	0	0	1	0	1	60	1	1	1	0	1	1	1	1	1	84.95	4984.85	0
0	1	0	0	1	0	1	1	0	0	1	1	1	0	42	0	0	0	1	0	1	0	0	0	33.55	1445.30	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	7	0	0	1	0	1	1	0	1	0	49.65	305.55	0
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0	1	0	0	0	1	0	0	0	1	0	1	1	1	4	0	0	1	0	0	0	1	0	0	38.55	156.10	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	68	0	0	0	0	1	0	0	1	1	39.90	2796.35	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	17	0	0	0	1	1	0	0	0	1	35.65	646.05	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	0	35.90	35.90	1
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0	1	0	0	0	1	1	1	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	1	24.45	47.50	1
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0	1	0	0	0	1	0	0	0	1	1	1	0	1	14	1	0	0	0	1	0	1	0	1	59.80	824.85	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	7	1	0	1	1	1	0	0	0	0	61.40	438.90	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	11	1	0	0	0	1	0	1	0	1	59.65	683.25	0
0	1	0	0	0	1	0	0	1	0	0	1	0	1	1	1	0	1	1	0	1	0	1	1	70.45	70.45	0
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0	1	0	0	0	1	0	0	0	0	0	1	1	0	4	0	0	0	1	0	0	1	1	1	48.55	201.00	1
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0	1	0	1	0	0	1	1	0	0	0	1	1	0	69	1	0	1	1	1	1	1	1	1	84.70	5878.90	0
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0	1	0	0	1	0	1	1	0	0	0	1	1	1	53	1	1	0	0	1	1	1	1	1	78.75	3942.45	0
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0	1	0	1	0	0	1	1	0	0	1	1	0	0	55	1	0	0	1	1	0	0	1	1	64.75	3617.10	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	36	0	0	1	0	1	1	0	0	0	40.65	1547.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	22	1	1	1	0	0	0	0	0	1	54.45	1127.35	1
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0	1	0	0	0	1	0	0	0	0	1	1	0	0	29	1	1	1	0	0	0	0	1	1	66.10	1912.15	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	61	1	1	1	0	1	1	1	1	0	86.45	5175.30	0
0	1	0	0	0	1	0	0	0	1	0	1	0	1	13	1	0	1	0	0	0	0	0	1	52.10	670.65	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	66	0	0	1	1	1	1	0	0	1	47.40	3177.25	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	0	0	0	0	1	0	1	1	1	49.25	90.35	1
0	1	0	1	0	0	0	0	0	1	0	1	0	1	66	1	0	0	1	1	1	1	1	1	79.50	5196.10	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	71	1	0	1	1	1	1	1	1	0	85.45	6029.90	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	46	0	0	1	0	1	1	0	0	0	40.40	1842.70	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	4	1	1	0	0	0	0	0	0	0	50.40	206.60	1
0	1	0	0	1	0	0	0	0	0	1	1	0	0	7	1	0	1	0	0	0	0	1	1	59.10	369.25	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	22	1	0	1	0	0	0	0	0	1	49.80	1049.05	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	52	1	1	1	1	1	1	0	1	1	81.40	4354.45	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	68	0	0	1	0	1	1	0	0	0	38.90	2719.20	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	71	1	1	1	1	1	1	1	1	0	87.95	6365.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	35	0	0	0	0	0	0	0	0	0	24.15	812.50	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	44.00	44.00	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	1	0	0	0	0	0	0	1	50.10	50.10	1
0	1	0	0	1	0	0	0	0	1	1	1	1	1	53	1	0	0	0	1	0	0	1	0	60.60	3297.00	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	41	0	0	0	1	1	0	1	1	1	53.95	2215.40	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	8	0	0	1	0	0	0	0	0	0	29.35	216.45	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	19	1	0	0	0	0	0	0	0	0	44.90	839.65	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	1	1	0	92.65	6733.00	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	62	0	0	1	1	1	1	0	0	1	43.70	2618.30	0
0	1	0	1	0	0	0	0	0	1	1	0	1	1	56	1	0	1	0	0	1	1	1	1	72.60	4084.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	15	1	1	0	0	0	0	0	0	0	51.55	765.50	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	0	0	0	0	0	0	0	24.50	46.40	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	25	0	0	1	1	1	0	1	1	0	61.05	1540.20	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	1	55.30	55.30	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	43	1	0	1	0	1	0	1	1	0	75.20	3254.35	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	44.40	44.40	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	66	1	1	1	1	1	1	0	0	0	68.75	4447.55	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	0	0	0	0	0	0	1	1	1	44.55	174.30	1
0	1	0	0	1	0	0	0	1	0	0	1	1	1	34	1	1	0	0	1	0	1	1	0	77.20	2753.80	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	19	0	0	0	0	0	0	0	0	1	24.85	434.80	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	31	0	0	1	0	0	1	0	0	0	35.40	1077.50	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	0	0	1	0	1	1	0	0	0	41.35	107.25	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	10	0	0	0	0	0	0	0	1	1	34.70	329.80	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	30	1	1	1	1	1	1	0	0	0	67.60	2000.20	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	13	1	0	1	0	1	0	0	1	1	63.15	816.80	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	67	1	1	1	1	0	1	1	0	0	74.00	4868.40	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	24	0	0	0	0	1	0	0	0	0	29.10	688.00	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	6	1	0	0	0	0	1	0	0	0	50.05	288.35	0
0	1	0	0	1	0	0	0	0	0	0	0	1	0	53	1	1	1	0	0	1	0	0	1	60.05	3229.65	1
0	1	0	0	1	0	1	1	0	0	1	1	0	0	25	1	0	1	1	1	1	1	0	0	74.30	1863.80	1
0	1	0	0	0	1	0	0	0	0	0	0	0	0	7	0	0	0	1	0	1	0	1	1	44.40	265.80	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	38	1	1	1	0	1	1	1	1	1	85.40	3297.00	0
0	1	0	0	1	0	1	1	0	0	0	1	0	1	27	1	0	1	1	0	0	0	0	0	56.20	1567.55	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	57	1	0	1	0	1	0	1	1	1	74.35	4317.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	15	1	0	0	1	0	0	0	0	0	48.85	736.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	28	1	0	1	1	0	0	0	0	0	56.05	1522.65	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	9	0	0	0	0	0	0	0	0	0	24.10	259.80	1
0	1	0	1	0	0	0	0	1	0	1	1	1	0	60	1	0	1	1	0	1	0	0	0	59.85	3483.45	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	58	1	1	1	1	1	0	1	1	1	86.10	4890.50	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	37	0	0	0	1	1	0	0	0	0	36.65	1315.00	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	62	0	0	1	1	0	1	1	0	0	48.70	3008.55	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	4	1	0	1	1	0	0	0	0	0	55.20	220.65	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	41	1	1	1	1	1	1	0	1	0	79.90	3326.20	1
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0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	1	0	0	0	0	1	50.15	50.15	0
0	1	0	1	0	0	0	0	0	0	0	1	0	0	60	1	0	1	1	1	0	0	0	0	61.40	3638.25	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	40	1	1	0	1	0	1	1	0	0	70.75	2921.75	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	66	1	0	1	1	1	0	0	0	1	61.15	4017.45	0
0	1	0	0	1	0	0	0	0	1	1	0	0	0	66	1	1	1	1	0	1	0	0	1	63.85	4174.35	0
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0	1	0	0	0	1	1	1	0	0	1	1	1	0	2	1	0	1	0	0	0	0	1	1	62.15	113.10	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	24	1	0	1	0	1	0	0	0	1	56.25	1454.25	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	64	1	1	1	1	1	1	1	1	1	90.60	5817.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	66	1	0	1	1	1	1	1	1	1	85.90	5595.30	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	17	1	1	1	0	1	0	1	0	1	70.35	1201.65	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	1	0	0	0	0	0	0	1	50.15	50.15	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	47	1	0	0	1	0	1	0	1	0	63.80	3007.25	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	70	1	1	1	1	1	1	1	1	1	88.55	6306.50	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	44.60	44.60	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	4	1	0	0	1	0	1	1	0	1	63.75	226.20	0
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0	1	0	1	0	0	0	0	1	0	1	0	1	1	72	1	1	1	1	1	1	1	1	1	90.15	6716.45	0
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0	1	0	0	1	0	1	1	0	0	0	1	1	1	58	0	0	1	1	1	0	1	0	0	50.00	2919.85	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	22	1	1	1	1	0	0	0	0	0	59.00	1254.70	1
0	1	0	0	1	0	0	0	0	1	1	1	0	0	48	1	0	1	0	1	1	0	0	1	60.35	2896.40	1
0	1	0	1	0	0	1	1	0	0	1	1	0	0	6	0	0	1	1	1	1	1	1	1	63.40	348.80	0
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0	1	0	0	0	1	1	1	0	0	0	1	1	1	12	0	0	0	1	0	1	0	0	0	35.50	432.25	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	6	1	0	0	0	0	1	0	0	1	48.80	297.35	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	0	0	1	1	1	1	1	1	1	63.80	4684.30	0
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0	1	0	0	0	1	1	1	0	0	0	0	1	0	8	0	0	0	1	1	0	0	1	1	43.35	371.40	0
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0	1	0	0	0	1	0	0	0	0	1	1	1	1	22	1	0	0	1	0	1	0	0	0	55.15	1206.05	1
0	1	0	0	1	0	0	0	0	1	0	1	0	1	33	0	0	1	0	0	1	0	0	0	34.05	1113.95	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	1	1	0	89.70	6339.30	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	5	0	0	1	1	1	1	0	0	1	43.25	219.00	1
0	1	0	0	1	0	0	0	0	1	0	1	1	1	23	1	1	0	0	0	0	0	0	1	48.35	1067.15	1
0	1	0	0	1	0	0	0	1	0	0	1	0	0	67	0	0	1	0	1	1	1	0	1	49.35	3321.35	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	72	0	0	1	1	1	1	1	1	1	64.45	4641.10	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	1	0	0	1	0	0	0	0	1	49.90	49.90	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	46	0	0	0	1	0	0	0	0	0	30.30	1380.10	1
0	1	0	0	0	1	0	0	0	0	1	0	0	0	2	0	0	0	0	1	0	0	0	1	30.40	78.65	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	45.40	45.40	1
0	1	0	0	1	0	0	0	0	0	1	1	1	0	48	1	0	0	1	1	0	0	1	1	65.65	3094.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	44.45	82.70	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	71	1	1	1	1	1	1	1	1	0	89.90	6342.70	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	37	1	1	1	0	0	0	0	0	1	55.05	2030.75	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	50	1	1	1	0	0	1	1	0	1	70.50	3486.65	0
0	1	0	0	1	0	1	1	0	0	1	1	0	1	17	1	1	0	0	1	0	0	0	1	55.85	937.50	1
0	1	0	0	1	0	0	0	0	1	0	1	1	0	25	0	0	0	0	1	0	1	0	1	38.10	970.40	0
0	1	0	0	0	1	1	1	0	0	0	0	1	0	24	0	0	0	0	1	1	0	0	0	34.25	828.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	45.80	45.80	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	6	0	0	1	1	0	1	0	1	0	50.95	307.60	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	47	1	1	1	1	1	1	1	1	1	90.50	4318.35	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	61	1	1	1	1	1	1	0	1	1	79.40	4820.55	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	52	0	0	1	1	1	0	1	1	1	58.75	3038.55	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	35	1	1	1	1	0	0	0	0	1	59.45	2136.90	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	6	1	0	1	1	0	0	0	0	0	56.25	389.10	1
0	1	0	1	0	0	0	0	0	1	0	1	1	0	45	1	0	1	0	1	0	0	0	0	53.30	2296.25	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	4	1	0	0	1	0	0	1	1	1	68.65	261.25	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	0	0	0	0	0	0	0	0	0	24.30	38.45	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	51	1	1	1	0	0	1	0	0	0	59.90	3043.60	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	46	1	0	1	0	1	1	1	1	0	81.00	3846.35	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	68	1	0	1	1	1	1	1	1	1	82.45	5646.60	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	1	0	1	53.50	53.50	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	1	25.10	25.10	1
0	1	0	0	1	0	0	0	0	1	0	1	0	1	28	1	0	0	1	0	1	0	0	1	54.40	1516.60	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	39	1	0	0	1	0	0	1	0	1	58.60	2224.50	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	71	0	0	0	1	1	1	1	1	1	61.40	4310.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	5	1	0	1	0	0	1	0	0	0	54.20	308.25	1
0	1	0	0	0	1	0	0	1	0	0	1	0	0	26	1	0	0	0	0	1	0	0	0	49.15	1237.30	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	5	1	0	0	0	1	1	1	1	0	75.15	392.65	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	16	1	0	0	0	0	1	1	0	0	59.40	1023.90	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	68	1	0	1	1	0	1	1	1	0	82.85	5776.45	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	26	0	0	1	1	0	1	0	0	0	38.85	1025.15	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	29	0	0	0	1	0	0	0	0	1	30.60	856.35	1
0	1	0	0	1	0	0	0	1	0	0	1	1	0	24	1	0	1	0	0	1	1	1	0	74.40	1712.90	0
0	1	0	1	0	0	0	0	1	0	1	0	1	0	72	1	1	1	1	1	1	0	1	0	78.45	5682.25	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	70	0	0	0	1	1	1	0	1	1	51.05	3635.15	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	45.30	45.30	1
0	1	0	0	0	1	0	0	1	0	0	1	0	0	2	0	0	0	0	0	1	0	0	0	29.85	75.60	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	13	1	1	0	1	1	1	1	0	1	72.80	930.05	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	8	1	0	0	0	1	1	0	1	0	64.10	504.05	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	17	0	0	0	0	0	0	0	0	1	25.65	440.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	23	1	1	1	0	0	0	0	0	0	54.40	1249.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	0	44.95	431.00	1
0	1	0	0	0	1	1	1	0	0	0	1	1	0	18	1	0	0	0	1	0	0	0	1	49.55	878.35	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	69	0	0	1	1	1	1	0	0	0	46.25	3121.40	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	19	1	1	0	0	0	0	1	1	0	69.60	1394.55	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	14	1	0	0	0	0	1	0	0	0	48.80	664.40	0
0	1	0	1	0	0	1	1	0	0	1	1	1	0	64	1	0	1	1	1	1	0	1	1	74.35	4759.55	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	52	1	0	0	1	1	1	1	0	1	68.75	3482.85	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	58	0	0	0	0	0	0	1	1	1	45.00	2689.35	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	72	0	0	1	0	1	1	1	0	0	48.90	3527.00	0
0	1	0	1	0	0	1	1	0	0	1	1	1	0	64	1	1	1	1	1	1	0	1	1	81.30	5129.30	0
0	1	0	0	0	1	1	1	0	0	0	0	1	0	3	0	0	0	0	0	0	1	0	1	36.45	93.70	1
0	1	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	1	1	1	1	1	1	83.30	5894.50	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	25.05	25.05	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	8	1	0	1	0	0	0	0	0	1	49.85	365.55	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	66	0	0	0	0	1	1	1	1	0	54.65	3632.00	0
0	1	0	0	0	1	0	0	0	1	0	0	0	0	12	0	0	0	1	0	0	0	0	1	29.35	381.20	0
0	1	0	0	0	1	0	0	0	1	1	0	1	0	43	0	0	0	1	1	0	1	1	0	55.55	2342.20	1
0	1	0	0	1	0	0	0	1	0	1	1	1	1	22	1	0	0	1	0	0	1	1	1	69.50	1498.20	1
0	1	0	1	0	0	1	1	0	0	1	1	0	0	50	1	1	0	1	0	1	1	1	1	79.60	4024.20	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	1	55.25	55.25	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	1	1	1	1	0	88.05	6520.80	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	48	1	1	0	1	1	0	0	1	1	70.55	3420.50	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	64	1	0	1	0	0	1	1	0	0	65.80	4068.00	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	41	0	0	1	0	1	0	0	0	0	35.40	1412.40	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	1	0	0	0	0	50.45	50.45	1
0	1	0	1	0	0	0	0	0	1	0	1	1	0	70	1	1	1	0	1	1	0	1	0	77.30	5498.20	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	0	0	0	0	0	1	0	0	1	29.75	96.85	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	44.90	111.05	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	3	0	0	0	1	0	0	0	0	0	29.80	94.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	7	1	1	0	0	0	1	1	1	1	74.65	521.10	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	1	0	1	0	0	0	1	1	1	71.95	923.85	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	12	1	0	0	0	0	0	1	0	1	56.30	628.65	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	15	1	0	1	1	1	1	1	1	0	84.45	1287.85	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	36	1	0	1	1	0	0	0	0	0	53.65	1939.35	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	4	0	0	0	0	1	0	0	0	1	29.90	118.25	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	61	0	0	1	1	1	1	0	0	0	43.70	2696.55	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	16	1	1	0	1	0	0	0	0	0	55.30	875.35	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	16	1	0	0	0	0	1	0	0	1	49.45	799.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	19	0	0	0	1	0	0	0	1	1	39.70	710.05	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	10	1	1	1	0	0	0	0	0	1	54.50	568.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	1	0	0	55.15	159.15	1
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0	1	0	0	1	0	1	1	0	0	0	1	1	1	17	1	1	1	0	0	1	0	0	1	62.10	1096.65	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	61	1	0	1	1	1	1	1	1	0	84.90	5264.50	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	24.40	24.40	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	68	1	0	1	1	1	1	1	1	1	85.00	5607.75	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	24	1	1	1	0	0	0	1	1	0	74.80	1821.20	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	65	1	1	0	1	0	1	1	1	1	79.40	5071.90	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	23	1	0	1	0	0	1	0	0	0	57.20	1423.35	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	55	1	0	1	1	1	0	0	0	0	58.60	3068.60	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	67	1	0	1	1	0	1	0	1	1	69.20	4671.65	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	0	0	1	0	1	0	0	0	0	35.00	135.75	0
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0	1	0	0	0	1	0	0	0	1	1	1	0	0	5	0	0	0	1	0	0	1	1	1	50.95	229.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	5	1	1	0	1	0	0	0	1	1	64.00	370.25	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	1	0	0	80.20	5714.20	0
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0	1	0	0	0	1	0	0	0	1	0	0	1	0	18	1	0	1	0	0	0	0	1	1	59.10	1011.05	0
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0	1	0	1	0	0	0	0	1	0	0	1	1	0	57	0	0	0	1	1	1	1	1	1	57.50	3265.95	0
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0	1	0	0	0	1	0	0	1	0	1	1	1	1	53	0	0	1	1	1	0	0	1	1	48.70	2495.20	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	2	1	0	1	1	0	0	0	0	0	54.85	104.20	1
0	1	0	1	0	0	1	1	0	0	0	1	1	0	72	1	0	1	1	1	1	1	1	0	84.45	6033.10	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	41	1	0	1	0	1	1	1	1	1	79.85	3320.75	0
0	1	0	0	1	0	0	0	0	0	1	1	1	0	58	1	1	1	0	0	1	0	1	1	68.40	3972.25	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	65	1	0	1	0	1	0	0	0	1	55.15	3673.15	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	58	1	0	0	0	0	0	0	0	1	44.10	2413.05	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	26	1	1	1	1	0	0	0	0	0	61.55	1581.95	0
0	1	0	1	0	0	0	0	0	0	1	1	1	0	68	1	1	1	1	1	1	1	1	1	91.70	6424.70	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	42	1	1	0	0	1	1	1	1	1	78.45	3373.40	0
0	1	0	0	1	0	0	0	0	1	1	1	0	1	35	1	0	1	1	0	0	0	0	0	55.60	2016.45	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	4	1	0	0	1	0	0	0	0	0	50.70	151.30	1
0	1	0	0	0	1	0	0	0	1	0	1	0	0	3	1	0	0	0	0	0	1	0	0	53.40	188.70	1
0	1	0	1	0	0	1	1	0	0	0	1	1	1	2	1	0	1	1	0	1	0	0	0	59.50	130.50	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	47	0	0	1	0	1	1	0	0	0	41.90	1875.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	12	1	0	1	0	0	0	1	1	1	69.85	837.50	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	8	1	0	0	1	0	1	0	0	0	56.30	401.50	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	26	1	1	1	1	0	0	1	0	1	69.50	1800.05	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	70	0	0	1	0	1	1	1	1	1	58.35	4214.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	1	0	0	0	0	0	0	50.60	50.60	1
0	1	0	1	0	0	0	0	0	1	1	1	1	0	70	1	1	1	1	1	1	1	1	1	94.80	6859.05	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	11	1	0	1	0	0	1	0	0	1	54.60	617.85	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	41	1	1	0	1	0	0	0	0	1	56.30	2364.00	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	71	1	1	1	1	1	1	1	1	1	90.55	6239.05	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	34	1	0	1	1	1	0	0	0	1	60.80	2042.05	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	36	0	0	1	0	1	0	0	0	0	35.35	1317.95	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	4	1	0	0	0	0	1	0	1	0	61.45	229.55	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.95	44.95	0
0	1	0	0	0	1	1	1	0	0	1	0	1	1	29	0	0	0	1	1	0	0	0	1	35.65	1025.15	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	67	1	1	1	0	1	1	1	1	1	85.25	5714.20	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	55	1	0	1	1	0	0	0	0	0	55.70	3131.80	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	1	45.90	199.75	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	8	1	0	1	0	0	0	0	0	1	51.30	411.60	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	23	1	1	1	0	1	0	1	1	1	78.55	1843.05	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	1	0	0	0	0	0	0	0	1	45.30	196.95	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	4	1	1	0	0	0	0	0	0	0	50.70	214.55	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	19	1	0	0	0	0	0	0	0	1	45.00	865.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	9	1	1	0	0	0	0	0	1	0	59.90	542.40	0
0	1	0	0	1	0	0	0	0	1	1	1	1	0	26	1	1	1	1	1	1	1	1	1	90.10	2312.55	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	8	1	0	0	0	1	0	0	0	1	51.05	415.05	1
0	1	0	0	1	0	0	0	0	0	0	1	1	0	44	1	0	0	1	1	1	1	0	1	70.95	3250.45	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	3	0	0	0	1	0	0	0	0	0	29.20	98.50	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	2	1	0	0	0	0	0	0	0	1	46.60	87.90	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	59	1	1	1	0	1	1	1	0	1	76.45	4519.50	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	44	0	0	1	0	1	0	1	1	1	54.00	2440.25	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	9	0	0	0	0	0	0	0	0	1	24.95	190.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.90	44.90	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	17	1	0	1	1	0	0	0	0	1	55.50	934.15	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	43.30	123.65	1
0	1	0	0	1	0	0	0	0	0	1	1	1	1	57	1	0	1	1	0	0	0	0	0	53.45	3053.00	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	5	1	0	0	0	1	0	0	0	0	50.35	237.25	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	17	1	1	0	0	1	1	1	0	1	69.00	1108.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	15	1	0	0	0	1	0	0	1	1	59.45	892.65	1
0	1	0	0	1	0	1	1	0	0	0	1	1	1	25	1	0	0	1	1	0	0	0	0	53.65	1355.45	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	8	1	0	0	0	0	0	0	0	1	45.15	438.40	1
0	1	0	0	0	1	0	0	1	0	1	1	1	0	49	0	0	1	0	0	0	1	0	0	40.65	2070.75	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	29	0	0	1	1	1	1	0	1	1	55.35	1636.95	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	71	1	1	1	0	1	1	1	1	0	83.20	6126.10	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	70	1	1	1	1	1	1	1	1	0	90.05	6333.40	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	61	1	0	1	1	1	1	0	0	1	68.05	4158.25	0
0	1	0	0	0	1	0	0	1	0	1	0	0	0	33	0	0	1	1	1	0	1	1	1	59.45	1884.65	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	0	43.90	278.40	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	1	0	0	0	0	1	50.75	50.75	1
0	1	0	0	1	0	0	0	0	0	1	1	0	1	53	1	1	0	1	1	1	1	1	1	84.60	4449.75	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	35	1	0	0	0	1	0	0	1	1	62.10	2096.10	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	59	0	0	0	0	0	1	1	1	1	51.70	3005.80	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	36	1	0	0	1	0	1	0	1	1	65.40	2498.40	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	40	1	0	1	1	0	0	1	0	0	65.10	2586.00	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	9	1	0	0	0	1	1	1	1	1	72.90	651.40	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	63	1	0	1	1	1	1	1	0	0	74.50	4674.55	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	40	0	0	0	1	1	1	1	1	0	60.30	2448.50	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	5	0	0	1	0	1	1	0	0	0	40.00	223.45	1
0	1	0	0	0	1	0	0	0	1	0	1	1	0	9	1	1	0	1	1	0	0	1	1	69.05	653.95	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	31	1	1	0	0	0	0	0	1	0	59.70	1825.50	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	45.65	45.65	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	9	0	0	0	1	0	0	0	1	0	40.75	359.40	0
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0	1	0	0	0	1	1	1	0	0	1	1	1	1	45	1	1	1	1	1	1	1	0	0	81.30	3541.10	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	38	1	1	1	1	1	0	0	0	1	66.15	2522.40	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	45.85	81.00	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	34	1	0	0	1	0	0	0	0	1	49.80	1734.20	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	13	1	0	1	0	0	1	0	0	0	55.15	742.90	0
0	1	0	0	1	0	0	0	1	0	0	0	0	0	55	0	0	0	0	1	0	1	1	1	50.05	2743.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	69	0	0	1	0	1	1	1	1	0	60.25	4055.50	0
0	1	0	0	0	1	0	0	0	0	1	0	1	0	18	0	0	0	0	1	0	1	1	1	48.35	810.70	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	47	1	1	0	1	0	0	0	0	0	54.25	2538.20	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	0	1	1	1	1	1	1	0	85.30	6129.20	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	33	0	0	0	1	1	1	1	0	1	50.00	1750.85	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	2	0	0	0	0	0	0	0	0	1	24.40	36.55	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	1	1	1	1	1	1	0	90.95	6652.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	1	23	1	0	0	1	0	1	0	0	1	55.30	1284.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	1	0	1	1	1	0	1	69.50	653.25	0
0	1	0	0	0	1	0	0	0	0	1	0	1	0	1	1	0	1	0	0	0	0	0	1	49.55	49.55	1
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0	1	0	1	0	0	0	0	1	0	1	1	0	0	49	1	0	0	0	1	1	1	1	1	74.45	3721.90	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	25.25	25.25	1
0	1	0	1	0	0	0	0	1	0	0	1	1	0	38	0	0	1	1	0	1	1	1	1	60.00	2193.20	0
0	1	0	1	0	0	1	1	0	0	0	0	1	0	49	1	0	0	1	0	0	0	0	0	49.80	2398.40	0
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0	1	0	0	1	0	0	0	0	1	1	1	1	0	54	1	1	0	0	0	0	1	1	1	70.15	3715.65	1
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0	1	0	0	0	1	1	1	0	0	1	1	1	1	4	1	1	0	1	0	1	0	0	1	58.50	224.85	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	48	1	0	0	1	1	1	1	1	0	78.90	3771.50	0
0	1	0	0	1	0	0	0	0	0	1	0	1	0	12	1	0	1	0	1	1	1	1	1	79.20	943.85	0
0	1	0	1	0	0	0	0	0	0	0	1	0	0	55	1	0	1	0	1	1	0	0	1	59.20	3175.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	29.15	29.15	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	24.45	24.45	1
0	1	0	1	0	0	0	0	0	1	1	1	0	0	42	1	0	0	0	1	1	0	1	0	66.50	2762.75	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	1	0	0	0	0	0	0	49.55	49.55	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	1	1	1	0	1	1	1	82.65	5919.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	15	1	1	0	0	0	0	0	0	1	49.00	749.25	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	1	1	0	1	0	1	0	0	0	1	55.80	55.80	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	25.20	25.20	1
0	1	0	0	1	0	0	0	0	0	0	0	1	1	52	1	1	0	1	1	0	1	1	1	80.85	4079.55	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	43	1	0	0	0	0	0	1	0	1	56.35	2391.15	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	3	1	1	0	0	0	0	0	0	0	50.40	137.25	0
0	1	0	1	0	0	0	0	0	1	0	0	1	1	66	1	1	1	1	1	1	1	0	0	79.40	5154.60	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	55	1	0	0	0	1	1	0	0	1	55.25	3119.90	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	8	1	0	0	1	1	0	0	0	1	54.75	445.85	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	15	1	1	0	0	0	0	0	0	1	49.10	679.55	1
0	1	0	0	1	0	0	0	0	0	0	1	1	0	43	1	1	1	0	1	0	1	1	1	80.20	3581.60	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	31	1	1	1	0	1	1	0	0	0	65.25	1994.30	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	44.55	44.55	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	1	0	0	1	0	0	1	54.45	87.30	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	1	1	1	1	1	1	1	88.70	6301.70	0
0	1	0	1	0	0	0	0	1	0	0	0	1	1	50	1	1	1	1	1	0	0	1	1	75.15	3822.45	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	46	0	0	1	0	0	0	0	0	1	30.75	1489.30	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	1	1	1	1	0	1	0	78.85	5763.15	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	1	1	55.30	238.50	0
0	1	0	0	1	0	0	0	0	1	1	1	1	0	51	1	1	0	1	0	1	1	1	1	78.65	3950.85	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	12	1	1	0	0	1	0	1	1	0	74.75	827.05	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	57	1	0	1	0	0	0	1	1	1	70.10	3913.30	1
0	1	0	0	1	0	0	0	1	0	1	1	1	0	64	1	1	0	0	1	1	0	0	0	58.35	3756.45	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	35	1	1	1	0	1	1	1	1	1	85.95	3110.10	1
0	1	0	0	0	1	0	0	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	1	45.45	411.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	1	0	0	0	0	0	49.20	103.70	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	51	1	0	1	1	1	1	1	1	1	83.25	4089.45	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	53	1	0	0	1	0	1	1	0	0	65.00	3363.80	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	47	1	0	1	1	1	1	1	1	1	86.95	4138.90	0
0	1	0	0	0	1	0	0	0	1	0	1	0	1	19	0	0	0	0	0	0	0	0	1	25.35	566.10	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	26	1	0	0	1	1	0	1	1	1	73.50	1905.70	0
0	1	0	0	1	0	0	0	0	0	1	1	1	0	68	0	0	1	0	1	0	1	1	1	54.40	3723.65	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	51	0	0	1	0	0	1	0	0	0	34.20	1782.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	9	1	0	0	0	0	0	0	0	1	43.75	405.70	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	21	0	0	1	0	1	0	1	1	1	55.95	1157.05	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	45.75	45.75	1
0	1	0	0	1	0	0	0	0	1	0	1	1	1	26	1	1	0	0	1	1	1	1	1	82.00	2083.10	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	71	1	1	1	1	0	1	0	0	0	65.15	4681.75	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	4	1	0	0	0	0	0	0	0	1	44.80	176.20	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	42	1	1	1	0	0	0	0	0	0	56.10	2386.85	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	7	1	0	0	1	0	0	0	0	1	51.30	419.35	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	1	0	0	0	0	0	0	29.90	29.90	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	3	0	0	0	0	0	0	1	0	0	35.20	108.95	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	18	1	0	1	0	0	0	0	0	0	49.40	874.80	1
0	1	0	0	0	1	1	1	0	0	1	1	1	0	24	1	1	1	1	1	0	0	0	0	66.30	1559.45	0
0	1	0	0	1	0	1	1	0	0	1	1	1	0	37	1	1	0	1	0	1	0	1	0	72.10	2658.40	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	11	0	0	0	1	1	0	0	0	0	34.70	383.55	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	50	1	0	0	0	0	0	0	0	1	44.80	2230.85	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	25	1	0	1	1	0	1	0	1	1	71.05	1837.70	0
0	1	0	0	1	0	1	1	0	0	1	1	0	1	10	0	0	1	1	0	1	0	0	0	40.25	411.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	9	1	0	1	0	1	1	0	1	1	68.25	576.95	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	1	0	0	0	0	0	0	50.95	123.05	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	19	0	0	0	0	0	0	0	0	1	25.15	468.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	42.90	42.90	1
0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	44.00	44.00	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	3	0	0	1	0	0	1	0	0	0	34.25	139.35	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	9	0	0	1	0	1	1	1	1	0	58.50	539.85	1
0	1	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	1	0	1	0	0	0	0	55.80	300.40	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	18	1	1	1	0	0	0	0	0	0	57.65	992.70	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	70	1	1	1	1	1	1	1	0	0	79.15	5536.50	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	29	0	0	0	0	0	0	1	1	1	45.90	1332.40	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	59	1	0	0	0	1	0	0	1	1	61.35	3645.50	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	0	1	0	1	0	0	57.55	161.45	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	8	0	0	0	1	0	0	0	0	1	29.25	226.95	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	42	1	0	1	0	0	1	0	1	0	63.70	2763.35	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	45	1	0	1	0	0	0	0	0	1	50.90	2298.55	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	43	0	0	1	0	1	1	1	1	1	60.40	2640.55	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	37	1	1	1	0	1	0	1	1	0	79.25	2911.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	4	0	0	0	0	0	0	0	0	1	24.45	86.60	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	24.25	24.25	1
0	1	0	0	0	1	0	0	1	0	0	0	1	0	16	1	0	1	1	0	0	0	0	1	54.55	825.10	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	51	1	1	1	1	1	1	1	0	1	81.15	4126.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	8	0	0	1	0	0	0	0	1	1	38.50	330.80	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	70	1	1	1	1	1	0	1	1	0	84.70	5991.05	0
0	1	0	1	0	0	0	0	0	0	1	1	0	1	70	1	1	1	1	0	1	0	0	0	66.00	4891.50	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	69	1	0	0	1	0	0	0	1	1	61.45	4131.20	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	42	1	0	1	1	0	0	0	0	0	54.50	2301.15	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	1	1	1	1	1	0	1	80.85	5727.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	1	1	1	1	0	0	1	67.80	4804.65	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	51	0	0	0	0	1	1	1	1	1	56.15	2898.95	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	63	1	0	1	1	1	1	1	1	1	86.70	5309.50	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	1	0	0	0	0	0	50.55	50.55	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	1	0	0	0	1	0	0	1	54.35	117.05	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	36	1	1	1	0	0	0	0	0	0	54.45	1893.50	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	45.35	45.35	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	28	1	1	1	0	1	0	0	0	0	59.00	1654.45	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	7	1	0	1	1	1	0	1	0	0	69.45	477.05	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	72	0	0	1	1	1	1	1	1	1	64.95	4546.00	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	7	0	0	0	0	0	0	0	0	0	25.05	189.95	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	20	0	0	0	0	0	0	0	0	1	24.45	482.80	1
0	1	0	1	0	0	0	0	1	0	1	1	0	0	56	0	0	1	1	1	1	0	0	0	45.05	2560.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	5	1	0	0	0	0	1	0	0	1	51.00	286.80	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	67	1	0	1	1	0	1	0	0	0	60.05	3994.05	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	8	1	0	0	0	0	0	0	0	0	44.65	369.15	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	59	0	0	1	0	1	0	0	0	0	34.80	1980.30	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	46	0	0	1	0	1	1	1	1	1	60.75	2893.40	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	5	1	0	0	1	0	0	0	0	1	51.35	262.30	0
0	1	0	1	0	0	0	0	0	1	0	0	1	0	59	0	0	1	0	1	1	1	1	1	64.05	3886.85	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	70	1	1	0	1	1	1	1	1	1	84.80	5917.55	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	44	1	1	0	0	0	0	0	0	1	50.15	2139.10	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	58	0	0	1	0	1	1	1	1	0	59.75	3624.35	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	30	0	0	0	0	1	0	1	0	1	40.30	1172.95	1
0	1	0	0	0	1	0	0	1	0	0	0	0	0	11	1	1	1	1	0	0	0	0	0	60.25	662.95	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	34	0	0	0	1	1	0	1	1	1	56.25	1765.95	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	54	0	0	1	1	0	0	0	1	0	46.20	2431.95	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	0	0	0	1	0	0	1	1	1	50.60	155.35	1
0	1	0	0	0	1	1	1	0	0	1	1	1	1	2	1	0	0	0	0	0	1	1	0	65.70	134.35	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	54	1	1	0	0	1	0	0	1	0	63.35	3409.10	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	14	1	0	1	0	0	0	0	0	0	50.10	709.50	0
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0	1	0	0	1	0	0	0	1	0	0	1	0	0	56	1	1	1	1	0	1	0	0	1	64.65	3665.55	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	68	1	0	1	1	0	1	1	1	1	79.60	5515.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	16	0	0	1	0	0	0	1	0	1	38.90	664.40	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	14	1	0	1	1	0	0	1	0	1	65.45	937.60	1
0	1	0	0	0	1	0	0	1	0	0	1	0	0	53	0	0	1	1	0	0	0	1	1	46.30	2546.85	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	22	1	0	1	0	1	1	1	0	1	67.50	1544.05	1
0	1	0	0	1	0	0	0	0	0	0	1	1	0	49	1	1	1	0	1	1	1	1	0	84.35	4059.35	1
0	1	0	0	1	0	0	0	0	1	1	1	0	0	30	0	0	0	0	0	1	0	1	1	40.35	1187.05	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	1	1	1	1	1	0	0	79.20	5401.90	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	1	1	0	1	0	0	0	0	0	0	49.90	49.90	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	20	1	1	0	1	0	1	0	1	1	68.90	1370.35	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	6	0	0	1	0	0	0	0	0	0	29.45	161.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	6	1	0	1	0	0	0	0	1	1	59.15	336.70	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	7	1	0	0	0	0	0	0	0	0	44.75	333.65	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	8	1	0	0	1	0	0	0	0	1	49.55	393.45	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	0	0	0	0	0	0	0	0	1	25.05	56.35	1
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0	1	0	0	1	0	0	0	1	0	1	1	0	0	22	1	0	0	1	1	0	1	0	0	65.25	1441.80	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	53	1	1	1	0	1	1	1	0	0	77.40	4155.95	0
0	1	0	0	1	0	0	0	0	1	0	1	0	1	53	1	0	1	1	0	1	0	0	0	62.85	3419.50	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	57	0	0	0	1	0	0	1	0	1	39.30	2111.45	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	10	0	0	0	1	0	1	0	0	0	36.25	374.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	0	0	0	0	0	1	23.90	300.80	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	36	1	1	1	1	1	1	1	1	1	92.90	3379.25	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	35	0	0	0	0	1	0	1	0	1	39.85	1434.60	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	67	1	0	1	1	0	1	0	0	0	60.50	3870.00	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	13	1	0	1	1	0	1	0	1	0	67.80	842.25	0
0	1	0	1	0	0	0	0	0	0	0	1	1	0	71	0	0	0	1	0	0	1	1	0	49.35	3515.25	1
0	1	0	0	0	1	0	0	0	0	1	0	0	0	57	0	0	0	1	1	0	1	1	1	55.00	3094.05	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	65	1	1	1	0	1	1	0	1	0	76.15	4929.55	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	11	1	0	0	0	0	0	0	0	0	45.20	492.00	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	26	1	0	1	0	0	1	1	1	0	75.00	1908.35	0
0	1	0	0	0	1	1	1	0	0	0	0	0	0	2	1	0	0	0	1	0	0	0	0	49.95	107.10	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	0	0	1	1	1	1	1	1	0	65.70	4575.35	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	65	1	1	1	1	1	0	0	0	0	67.05	4309.55	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	50	1	1	0	0	1	0	1	1	0	75.70	3876.20	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	61	0	0	1	0	1	1	1	1	1	62.15	3778.85	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	37	0	0	0	0	0	1	0	0	0	28.60	973.55	1
0	1	0	0	0	1	1	1	0	0	0	1	0	1	21	1	0	0	0	0	0	0	0	0	45.65	985.05	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	68	0	0	1	1	1	1	0	1	1	56.40	3948.45	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	2	0	0	0	0	0	0	0	0	0	24.35	41.85	1
0	1	0	0	0	1	1	1	0	0	0	1	0	1	1	0	0	0	1	0	1	0	0	0	33.60	33.60	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	69	1	1	1	1	0	1	1	0	0	73.70	4885.85	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	45	1	1	1	0	0	1	0	1	1	70.05	3062.45	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	65	0	0	1	0	1	1	1	1	0	59.95	3921.10	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	24	1	1	1	0	1	0	1	1	0	78.60	1846.65	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	21	0	0	1	0	0	1	1	0	1	43.55	1011.50	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	69	0	0	0	1	1	1	1	1	1	60.80	4263.40	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	44	1	0	0	1	0	1	0	0	1	54.90	2549.10	0
0	1	0	0	1	0	0	0	0	0	1	0	1	1	61	1	1	0	0	1	0	1	0	1	65.20	3965.05	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	6	1	0	0	0	0	1	0	0	1	50.80	288.05	1
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	1	1	1	1	1	1	1	1	0	92.00	6632.75	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	69	1	0	1	1	0	1	1	1	0	80.65	5542.55	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	71	1	1	1	1	1	1	0	1	0	80.60	5708.20	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	33	0	0	1	0	1	1	1	1	0	59.55	2016.30	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	5	1	0	0	0	1	0	1	1	1	70.05	346.40	1
0	1	0	0	1	0	0	0	0	1	0	1	1	1	56	0	0	0	1	1	0	0	0	1	36.10	1971.50	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	22	1	0	1	1	1	0	0	0	0	61.15	1422.05	1
0	1	0	0	0	1	0	0	0	1	1	1	0	1	40	1	0	1	0	0	1	1	0	1	64.10	2460.35	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	10	1	0	0	1	1	0	0	1	1	65.90	660.05	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	24	0	0	1	1	1	1	0	1	1	52.50	1208.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	19	1	1	0	0	1	0	0	0	1	56.10	1033.90	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	13	1	1	0	0	1	0	1	1	1	75.30	989.45	1
0	1	0	0	1	0	0	0	0	0	0	1	1	1	42	1	0	0	0	1	1	1	1	0	73.15	3088.25	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	57	1	0	0	1	0	1	0	0	1	54.65	3134.70	0
0	1	0	0	0	1	0	0	1	0	0	0	0	0	2	1	0	1	0	1	0	1	0	0	66.40	94.55	1
0	1	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	1	1	1	1	1	91.15	6637.90	0
0	1	0	1	0	0	0	0	0	0	1	1	1	0	72	1	1	1	1	1	1	1	1	1	92.40	6786.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	1	0	0	0	0	1	49.60	114.70	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	50	0	0	1	1	0	0	0	0	1	35.00	1782.40	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	45	1	1	1	1	0	1	1	0	0	73.85	3371.00	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	1	0	0	0	0	0	1	1	0	0	40.10	40.10	1
0	1	0	0	1	0	0	0	1	0	0	0	1	0	67	1	0	1	1	0	1	0	0	1	60.95	4119.40	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	35	1	1	1	0	1	1	1	0	0	72.25	2568.55	1
0	1	0	1	0	0	1	1	0	0	1	1	0	0	45	1	1	1	0	0	1	0	1	0	73.55	3349.10	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	0	46.00	492.10	0
0	1	0	0	0	1	0	0	1	0	1	0	0	0	29	1	1	1	1	0	0	0	0	1	58.55	1718.95	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	22	0	0	0	0	1	0	1	1	1	50.60	1073.30	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	72	0	0	1	1	1	1	1	1	1	65.60	4566.50	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	7	0	0	0	1	0	0	0	1	1	40.10	293.30	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	33	1	0	0	1	1	1	1	1	0	82.10	2603.10	0
0	1	0	1	0	0	1	1	0	0	0	1	0	0	69	1	1	1	1	1	1	1	1	0	90.65	6322.10	0
0	1	0	0	1	0	0	0	1	0	0	1	0	0	56	1	0	0	1	0	1	1	1	1	75.75	4284.65	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	40	1	0	1	0	1	0	0	1	0	67.45	2731.00	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	15	1	1	0	0	0	0	0	0	1	51.10	711.15	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	54	1	1	1	0	0	1	0	0	0	60.00	3273.95	0
0	1	0	0	0	1	0	0	0	1	0	0	0	0	5	0	0	0	0	1	1	1	0	0	45.40	214.75	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	38	1	1	0	0	1	1	0	1	0	69.00	2669.45	0
0	1	0	0	0	1	0	0	1	0	0	1	0	1	5	1	0	0	0	0	1	0	0	1	48.65	235.20	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	2	1	0	0	0	0	0	0	0	1	44.15	92.65	1
0	1	0	1	0	0	0	0	1	0	1	0	0	0	52	1	1	1	0	1	0	0	0	0	59.85	3103.25	0
0	1	0	1	0	0	0	0	0	0	1	1	0	0	68	1	1	0	1	1	0	1	1	1	80.65	5330.20	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	42	1	1	1	1	0	1	0	0	1	66.40	2727.80	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	33	1	0	0	0	0	0	0	0	1	44.55	1462.60	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	6	1	1	0	0	0	0	0	0	0	50.35	314.55	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	13	1	0	0	0	0	0	1	1	1	64.75	877.35	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	29	1	0	1	1	0	1	0	0	1	58.75	1696.20	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	63	1	1	1	1	1	1	0	1	1	80.30	4995.35	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	63	1	1	0	0	1	1	1	1	0	79.80	5034.05	0
0	1	0	0	1	0	0	0	0	1	0	0	1	0	36	1	0	0	0	1	1	0	0	0	54.10	1992.85	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	0	0	0	0	0	0	0	0	0	24.75	66.95	1
0	1	0	0	1	0	1	1	0	0	1	1	1	0	21	1	0	1	0	1	1	1	1	0	80.90	1714.95	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	4	1	1	0	0	0	0	0	0	0	48.75	179.85	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	63	1	1	1	1	1	1	0	1	0	80.00	5040.20	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	55	1	0	1	1	0	1	0	0	0	57.55	3046.40	1
0	1	0	0	0	1	1	1	0	0	0	1	1	1	22	1	0	1	1	0	1	0	0	1	57.95	1271.80	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	9	1	0	0	0	0	1	1	0	1	59.50	530.05	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	19	1	1	0	0	1	1	0	0	0	59.55	1144.60	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	25.10	25.10	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	70	1	1	1	0	1	0	1	0	0	68.95	4858.70	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	7	0	0	0	0	0	0	0	0	1	24.70	149.05	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	39	0	0	1	1	0	1	1	0	1	48.95	1880.85	1
0	1	0	0	0	1	0	0	1	0	1	1	1	1	32	1	1	0	1	1	0	0	0	0	62.45	2045.55	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	37	1	1	1	1	1	1	1	0	1	78.90	2976.95	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	0	1	0	1	0	1	71.45	5025.85	0
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0	1	0	0	0	1	0	0	1	0	1	1	1	0	57	0	0	1	0	1	1	0	1	1	49.90	2782.40	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	66	1	1	1	1	1	0	0	0	1	66.10	4428.45	0
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0	1	0	0	1	0	0	0	0	1	0	1	1	0	58	1	0	1	1	1	0	0	0	0	60.30	3563.80	1
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0	1	0	0	0	1	0	0	0	1	0	1	0	0	33	1	0	0	1	1	0	1	0	1	66.40	2245.40	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	0	24.75	24.75	1
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0	1	0	1	0	0	0	0	1	0	1	1	1	1	70	1	1	1	1	1	1	1	0	0	79.70	5743.30	0
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0	1	0	0	0	1	0	0	0	1	0	1	0	0	15	1	1	0	1	0	1	0	0	1	58.60	939.70	1
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0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	1	1	1	1	1	1	0	89.75	6595.90	0
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0	1	0	0	0	1	1	1	0	0	0	1	1	0	17	0	0	0	1	0	0	1	1	1	49.80	836.35	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	67	1	1	1	0	1	0	1	1	1	79.70	5293.40	1
0	1	0	0	0	1	1	1	0	0	1	0	0	0	1	1	1	0	0	0	0	0	0	0	50.55	50.55	1
0	1	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	44.15	44.15	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	53	0	0	0	0	1	1	1	1	0	54.90	3045.75	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	8	1	1	0	1	0	0	0	0	0	55.75	446.80	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	71	0	0	1	1	1	1	1	1	0	66.80	4689.15	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	22	1	0	1	0	0	0	0	0	1	48.80	1054.60	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	1	0	1	1	60.95	629.55	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	70	1	1	1	1	1	1	1	1	1	90.15	6237.05	0
0	1	0	1	0	0	0	0	0	0	1	1	1	0	71	1	1	1	1	1	1	1	1	0	90.10	6310.90	0
0	1	0	1	0	0	0	0	0	1	0	0	0	0	69	1	1	1	0	1	1	0	1	0	74.10	5031.00	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	68	1	1	0	1	1	1	1	1	0	85.30	5560.00	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	18	1	1	1	0	0	0	0	0	0	56.25	969.85	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	52	1	0	0	0	1	0	0	0	1	50.95	2610.65	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	3	0	0	1	0	0	1	0	0	0	35.10	101.10	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	63	1	1	0	1	0	1	0	1	0	67.25	4234.15	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	1	0	1	1	59.55	59.55	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	55	1	1	0	0	1	0	1	1	1	77.80	4323.35	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	25	1	1	0	0	0	1	0	0	1	55.10	1466.10	0
0	1	0	1	0	0	1	1	0	0	1	1	0	1	65	0	0	0	1	0	1	1	0	0	45.25	2933.95	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	0	1	0	0	0	64.75	4804.75	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	21	1	0	0	0	0	0	1	0	0	54.60	1125.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	6	1	0	1	0	0	0	0	0	1	49.45	314.60	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	12	1	0	1	0	0	1	0	0	0	54.20	690.50	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	22	1	1	1	1	1	0	0	0	0	65.05	1427.55	0
0	1	0	0	1	0	0	0	1	0	0	0	1	0	71	1	0	1	1	0	1	1	0	1	71.00	5012.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	24.40	24.40	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	65	1	0	1	0	0	1	1	1	1	74.80	4820.15	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	3	1	1	0	0	0	1	1	0	1	65.25	209.90	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	13	1	0	0	0	0	1	0	0	1	50.55	610.75	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	4	1	0	0	0	0	0	0	0	0	45.25	155.35	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	30	0	0	0	0	0	1	1	1	0	51.20	1561.50	1
0	1	0	0	1	0	1	1	0	0	1	1	0	0	32	1	1	1	0	0	0	1	1	0	74.75	2282.95	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	42	0	0	0	0	0	0	0	0	1	25.10	1097.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	0	44.45	369.30	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	70	1	1	1	1	1	1	1	1	1	89.00	6293.20	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	67	0	0	1	1	0	0	0	0	0	36.15	2434.45	0
0	1	0	0	0	1	0	0	0	1	1	1	0	1	2	1	0	1	0	0	0	0	1	1	61.20	125.95	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	46	0	0	1	1	0	0	0	0	0	35.05	1620.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	1	13	1	0	0	0	0	0	0	0	0	44.00	659.35	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	26	1	0	0	0	1	0	0	0	0	50.35	1285.80	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	0	1	1	1	1	86.40	6058.95	0
0	1	0	0	0	1	0	0	0	1	0	0	0	0	18	1	1	1	1	0	0	0	0	1	58.40	964.90	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	31	1	0	0	0	1	1	0	1	1	66.40	2019.80	0
0	1	0	1	0	0	0	0	1	0	1	0	1	0	66	1	1	0	1	1	0	1	1	1	80.55	5265.10	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	45.85	105.60	0
0	1	0	0	1	0	0	0	0	0	0	0	0	0	54	0	0	0	1	1	0	1	1	1	55.45	2966.95	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	1	1	1	0	0	0	0	0	61.15	61.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	44.45	44.45	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	56	1	0	1	1	1	0	0	0	1	61.30	3346.80	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	6	0	0	0	1	1	1	0	0	0	40.55	217.50	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	65	1	1	1	1	1	1	1	1	1	90.45	5957.90	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	64	1	1	1	1	1	1	1	1	1	86.40	5442.05	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	66	1	1	1	1	1	0	0	0	0	66.90	4370.25	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	60	1	0	0	1	1	1	1	0	1	70.15	4224.70	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	50	1	1	1	1	1	1	0	1	1	80.05	4042.20	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	1	0	0	1	1	0	0	0	62.05	62.05	1
0	1	0	1	0	0	0	0	0	0	1	1	1	0	72	0	0	1	1	1	0	0	1	1	49.20	3580.95	0
0	1	0	1	0	0	1	1	0	0	0	1	0	0	46	0	0	1	0	1	1	0	0	0	38.25	1755.35	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	69	0	0	0	1	1	0	1	1	1	54.95	3772.50	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	39	1	0	1	0	1	1	1	1	0	80.00	3182.95	1
0	1	0	0	1	0	0	0	1	0	0	1	0	0	44	1	1	0	1	1	1	1	1	1	85.25	3704.15	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	56	1	1	1	1	1	1	1	0	0	81.25	4620.40	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	24	0	0	1	0	0	0	0	1	0	39.10	971.30	1
0	1	0	1	0	0	0	0	0	1	0	1	1	0	56	1	1	0	1	1	0	0	0	0	59.50	3389.25	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	5	1	0	0	0	0	1	0	0	1	49.20	216.90	1
0	1	0	0	1	0	1	1	0	0	0	1	0	0	9	0	0	1	1	1	0	0	0	0	39.55	373.00	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	31	1	0	1	1	1	1	1	0	1	72.45	2156.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	1	0	1	0	1	0	0	0	60.10	60.10	1
0	1	0	0	1	0	0	0	0	0	0	1	1	1	66	1	0	1	1	1	1	1	0	1	75.10	5013.00	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	1	45.15	98.50	1
0	1	0	1	0	0	0	0	0	1	0	1	0	0	37	0	0	0	0	0	0	1	0	0	35.80	1316.90	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	69	1	0	0	1	1	1	0	0	0	59.10	4134.70	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	44	0	0	0	1	1	0	1	1	1	53.95	2375.40	1
0	1	0	0	0	1	1	1	0	0	1	1	0	1	2	1	0	0	1	0	0	0	0	0	51.55	106.20	0
0	1	0	0	1	0	0	0	0	0	1	0	1	1	71	1	1	1	1	0	0	1	0	0	69.20	4982.50	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	4	1	0	1	1	0	0	0	0	0	54.70	235.05	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	59	1	1	0	0	1	0	0	0	0	54.15	3116.15	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	0	1	0	80.85	5824.75	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	28	1	0	0	1	0	1	0	0	0	54.65	1517.50	0
0	1	0	1	0	0	0	0	0	0	1	1	0	0	54	1	0	1	0	1	1	1	1	0	80.60	4299.95	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	1	0	0	0	0	0	0	0	1	46.00	193.60	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	9	1	0	0	1	0	1	1	0	0	66.25	620.55	1
0	1	0	0	1	0	0	0	0	1	1	1	1	1	55	1	1	1	1	0	1	1	0	1	75.00	4213.90	0
0	1	0	1	0	0	0	0	0	0	1	1	1	0	58	1	1	1	0	1	1	1	1	1	84.30	4916.40	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	56	0	0	0	0	1	1	1	1	1	54.05	2959.80	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	1	0	0	1	0	0	1	53.95	53.95	1
0	1	0	0	0	1	0	0	1	0	1	1	0	0	39	0	0	0	1	1	1	0	0	0	41.10	1597.05	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	12	1	0	0	0	0	0	0	0	1	45.00	524.35	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	54	1	0	1	1	0	0	1	1	1	74.55	4191.45	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	18	0	0	1	1	0	1	0	0	1	40.20	711.95	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	32	1	0	1	1	0	1	0	1	0	70.50	2201.75	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	25	1	1	1	1	1	1	1	0	1	78.35	1837.90	0
0	1	0	0	0	1	0	0	0	1	1	0	0	0	43	0	0	1	1	0	0	0	0	1	33.45	1500.25	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	9	1	1	1	0	0	0	0	0	0	54.55	494.05	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	20	0	0	1	0	1	1	0	0	1	39.40	825.40	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	41	0	0	0	0	1	0	1	1	1	51.35	2075.10	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	18	0	0	0	1	1	0	1	0	0	46.40	812.40	0
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0	1	0	0	1	0	1	1	0	0	0	1	1	1	57	1	0	1	1	0	1	0	0	0	59.60	3509.40	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	13	0	0	1	1	0	1	0	0	0	40.55	590.35	0
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0	1	0	0	1	0	0	0	0	1	1	1	1	0	55	1	1	1	1	0	1	0	0	1	66.05	3462.10	0
0	1	0	0	0	1	0	0	1	0	1	1	1	0	25	0	0	0	0	0	0	1	0	1	34.00	853.00	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	44	0	0	1	1	1	1	0	1	1	54.05	2375.20	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	47	1	0	1	1	0	1	0	0	1	58.90	2813.05	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	20	1	0	0	0	0	1	0	0	0	50.00	1003.05	0
0	1	0	1	0	0	0	0	0	0	1	1	1	0	37	0	0	1	0	0	1	1	0	0	45.40	1593.10	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	38	1	1	1	1	1	0	1	1	0	84.10	3187.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	37	1	0	0	0	0	0	1	1	1	64.75	2345.20	1
0	1	0	1	0	0	0	0	0	1	1	1	1	0	52	0	0	1	1	1	1	1	1	0	66.25	3330.10	0
0	1	0	1	0	0	0	0	0	1	0	1	0	1	71	1	0	1	1	1	1	1	0	1	76.90	5522.70	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	66	1	1	1	1	1	0	0	1	1	74.60	4798.40	0
0	1	0	0	1	0	0	0	0	1	0	1	0	1	25	0	0	1	0	0	0	1	0	1	40.65	970.55	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	53	1	1	1	1	0	0	0	1	0	69.70	3686.05	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	21	1	0	0	0	1	0	0	1	0	61.65	1393.60	0
0	1	0	0	1	0	0	0	0	1	1	1	1	0	26	0	0	1	0	1	0	0	0	0	35.40	978.60	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	10	0	0	0	0	0	1	0	0	1	29.65	291.40	1
0	1	0	1	0	0	0	0	0	0	1	1	1	1	66	1	0	1	0	0	0	1	0	1	59.75	3996.80	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	65	1	1	1	1	0	1	1	1	1	82.50	5215.10	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	1	50.80	50.80	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	1	1	0	1	61.30	249.40	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	58	1	1	1	0	1	1	1	0	0	75.80	4415.75	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	56	0	0	1	1	0	1	1	0	1	52.00	2884.90	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	1	1	0	0	0	1	1	0	1	64.40	253.00	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	10	1	0	0	0	0	0	0	0	1	45.80	436.20	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	0	0	0	0	0	1	0	0	0	30.50	118.40	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	6	0	0	0	0	0	1	1	1	1	49.25	255.60	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	63	0	0	0	1	1	1	0	0	0	39.35	2395.05	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	54	1	1	0	1	1	1	1	1	1	86.20	4524.05	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	63	1	0	1	1	1	1	0	0	0	63.55	4014.20	0
0	1	0	0	0	1	0	0	0	0	1	0	1	0	1	0	0	0	0	0	0	0	0	1	24.80	24.80	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	18	1	1	0	0	0	0	0	0	1	50.30	913.30	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	14	1	0	1	1	0	0	0	1	1	61.40	815.55	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	68	1	0	1	1	1	1	0	0	0	62.65	4375.80	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	51	1	1	0	0	0	1	1	1	1	75.20	3901.25	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	0	1	1	79.50	5661.70	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	10	1	1	0	0	0	0	1	1	1	72.15	794.25	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	1	0	0	0	1	1	1	1	0	76.40	160.80	1
0	1	0	0	0	1	0	0	0	0	1	1	0	1	1	1	0	1	0	0	1	0	0	0	54.50	54.50	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	20	1	1	0	0	0	0	0	1	1	61.60	1174.35	1
0	1	0	0	0	1	0	0	1	0	1	1	1	1	19	1	0	0	0	1	0	0	0	1	49.60	962.90	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	70	1	1	1	0	1	1	0	0	0	65.30	4759.75	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	26	1	0	0	0	0	0	0	0	0	45.45	1233.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	44.75	148.05	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	37	1	0	1	1	0	0	1	1	0	75.10	2658.80	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	60	1	0	1	1	0	1	0	0	1	61.35	3766.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	1	0	0	0	0	1	31.05	347.25	1
0	1	0	0	0	1	0	0	1	0	1	1	1	1	11	1	0	1	0	0	0	0	0	0	51.00	581.70	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	1	0	0	0	0	0	1	51.00	354.05	1
0	1	0	1	0	0	1	1	0	0	1	1	0	0	62	1	0	1	0	0	1	0	1	1	65.10	3846.75	0
0	1	0	0	1	0	1	1	0	0	0	1	1	0	64	1	1	0	1	0	1	0	1	1	70.15	4480.70	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	44.35	44.35	1
0	1	0	0	1	0	1	1	0	0	1	1	0	0	26	1	0	0	1	1	0	0	0	1	56.05	1553.20	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	24	1	1	1	0	0	1	1	1	0	81.00	1923.85	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	20	1	0	0	0	1	0	0	0	1	49.60	939.80	0
0	1	0	0	0	1	0	0	0	1	0	1	0	1	54	1	1	0	1	0	0	0	0	1	55.00	3092.65	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	0	1	1	1	1	1	84.20	5986.55	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	45.40	45.40	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	33	1	0	0	0	1	1	1	1	1	73.90	2405.05	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	1	0	0	0	0	0	1	50.75	50.75	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	54	1	1	1	0	1	1	1	1	0	87.10	4735.20	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	11	0	0	0	0	0	0	0	0	0	25.20	321.05	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	6	1	0	1	1	0	0	0	0	1	55.70	335.65	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	21	1	0	1	0	1	0	1	0	0	65.35	1424.40	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	49	0	0	0	1	0	0	1	1	1	51.80	2541.25	1
0	1	0	0	0	1	0	0	0	0	1	0	1	0	1	1	0	0	0	0	0	0	0	0	46.00	46.00	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	60	1	0	1	1	1	0	0	0	0	60.50	3694.45	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	17	0	0	0	0	0	0	0	0	0	25.10	382.80	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	12	0	0	0	0	0	1	0	0	0	30.25	368.85	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	28	1	0	1	1	0	1	0	0	1	59.90	1654.70	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	5	1	0	0	0	0	0	0	0	0	46.00	221.70	1
0	1	0	1	0	0	0	0	0	1	0	1	1	0	70	1	1	1	0	0	1	1	1	1	76.95	5289.80	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	9	1	1	0	1	0	0	0	0	1	55.30	501.20	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	1	0	0	0	0	0	1	48.45	48.45	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	4	1	1	0	0	0	0	0	0	0	51.75	201.10	1
0	1	0	0	0	1	1	1	0	0	0	1	1	0	1	1	0	1	0	1	0	0	0	0	55.70	55.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	59	1	0	0	0	1	1	1	0	1	64.65	3735.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	45	1	0	1	0	0	1	0	0	0	54.65	2553.70	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	44	1	0	1	1	0	1	0	0	1	59.85	2603.95	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	68	0	0	1	1	0	0	1	0	0	44.80	2983.65	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	55	1	1	1	0	1	1	1	1	1	85.10	4657.95	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	9	0	0	0	0	0	0	1	0	1	34.70	296.10	1
0	1	0	1	0	0	0	0	1	0	1	1	1	0	67	1	1	0	1	1	1	1	1	0	86.15	5883.85	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	4	0	0	1	1	0	1	0	0	0	42.40	146.40	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	1	55.70	55.70	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	1	0	0	0	0	1	31.65	389.95	0
0	1	0	1	0	0	1	1	0	0	0	1	0	0	35	1	1	1	0	0	0	0	0	0	55.25	1924.10	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	18	0	0	0	0	1	0	1	0	1	39.05	669.85	1
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	0	1	1	0	1	1	0	82.15	5784.30	0
0	1	0	0	1	0	0	0	0	0	0	1	1	0	61	1	1	0	1	1	0	1	1	1	79.80	4914.80	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	70	1	1	1	0	1	1	0	1	1	74.80	5315.80	0
0	1	0	0	1	0	0	0	1	0	0	1	1	1	70	1	1	1	1	1	1	0	1	0	78.35	5445.95	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	1	0	1	53.55	53.55	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	1	0	0	0	1	49.65	49.65	1
0	1	0	1	0	0	0	0	0	1	1	1	0	0	46	1	0	0	0	1	1	0	0	0	54.35	2460.15	1
0	1	0	0	1	0	0	0	0	1	0	1	1	0	31	1	0	1	1	1	1	0	1	1	75.50	2424.45	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	35	0	0	0	0	0	1	1	0	0	40.90	1383.60	0
0	1	0	1	0	0	1	1	0	0	0	1	0	0	6	1	0	1	0	1	1	1	1	1	80.25	493.40	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	1	0	0	0	0	0	1	48.60	48.60	1
0	1	0	0	0	1	1	1	0	0	0	1	1	1	10	1	0	0	0	1	0	1	0	0	60.20	563.50	0
0	1	0	0	1	0	0	0	0	1	0	1	0	1	15	1	0	0	0	1	1	0	0	0	55.20	864.55	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	40	0	0	1	1	0	0	1	1	1	55.80	2109.35	1
0	1	0	0	1	0	0	0	1	0	1	1	1	1	13	1	0	1	0	0	1	0	0	0	54.15	701.05	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	45	1	0	1	1	0	1	0	0	1	62.55	2796.45	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	1	1	1	1	0	0	1	70.45	5165.70	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	38	1	0	1	1	0	0	0	0	0	54.50	2076.05	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	40	1	0	0	0	0	1	0	0	1	51.10	2092.90	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	11	1	0	1	0	1	0	0	1	0	64.05	733.95	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	3	0	0	0	0	0	0	0	0	0	25.00	78.25	0
0	1	0	0	0	1	1	1	0	0	1	1	1	0	22	1	0	0	1	1	0	0	0	1	54.70	1178.75	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	14	0	0	0	0	0	0	1	1	0	46.35	667.70	1
0	1	0	0	1	0	0	0	0	1	0	1	1	0	64	1	1	1	0	0	0	1	0	1	66.15	4392.50	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	46	1	0	0	1	0	0	1	1	1	69.10	3168.00	0
0	1	0	0	1	0	0	0	0	0	1	0	1	1	28	0	0	0	1	0	0	0	1	1	39.10	1096.60	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	39	1	0	1	1	1	0	0	0	0	59.80	2343.85	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	1	0	0	0	0	1	48.60	48.60	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	1	0	0	0	0	0	0	49.75	49.75	0
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0	1	0	0	1	0	1	1	0	0	1	1	0	1	44	1	1	0	1	0	0	1	1	1	77.55	3471.10	0
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0	1	0	0	0	1	0	0	0	0	0	1	1	0	22	1	0	1	0	0	1	0	0	1	54.20	1152.70	1
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0	1	0	1	0	0	1	1	0	0	0	1	1	1	72	1	1	1	1	1	1	1	1	1	89.40	6376.55	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	18	1	0	1	0	1	1	1	1	0	83.25	1611.15	0
0	1	0	1	0	0	1	1	0	0	0	1	1	1	69	0	0	1	0	1	1	0	0	0	39.10	2779.50	0
0	1	0	0	1	0	0	0	0	0	0	0	1	0	40	1	0	0	0	0	0	0	1	0	55.80	2283.30	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	32	1	1	1	0	0	1	1	0	1	72.80	2333.05	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	48	0	0	1	1	0	1	0	0	0	39.40	1978.65	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	23	1	0	0	0	0	1	1	0	0	60.00	1347.15	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	65	1	0	0	0	0	1	1	0	1	59.80	3808.20	0
0	1	0	0	1	0	0	0	0	1	1	1	1	0	37	1	1	1	0	1	1	0	0	0	68.10	2479.25	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	69	1	1	0	1	1	1	1	1	1	81.95	5601.40	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	35	1	0	1	1	1	0	0	0	0	60.55	1982.60	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	5	1	0	0	1	0	1	0	1	1	65.60	339.90	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	1	1	1	1	0	1	1	82.30	5980.55	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	72	1	1	1	1	1	1	0	0	0	68.15	4808.70	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	1	0	1	1	1	1	1	84.40	6096.45	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	4	0	0	0	0	0	0	0	0	1	25.15	99.95	0
0	1	0	0	0	1	0	0	0	0	1	1	1	1	40	0	0	0	1	0	0	1	1	1	50.85	2036.55	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	14	1	1	0	1	0	0	0	0	1	55.50	767.55	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	47	0	0	1	1	1	0	1	1	1	60.00	2768.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	0	0	0	0	1	1	35.10	446.10	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	42	1	0	0	1	0	0	0	0	1	49.55	2077.95	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	19	1	0	1	0	1	0	1	0	0	66.40	1286.05	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	61	1	1	0	1	1	0	1	1	0	80.90	4932.50	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	44.60	122.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	44.40	44.40	1
0	1	0	0	1	0	1	1	0	0	0	1	1	0	60	1	0	1	0	0	0	1	0	1	59.80	3561.15	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	66	1	1	0	1	1	0	1	1	0	79.85	5234.95	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	31	0	0	1	0	1	1	1	1	0	59.95	1848.80	0
0	1	0	0	0	1	0	0	0	1	0	0	1	0	19	0	0	0	1	1	0	0	0	1	34.30	577.15	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	0	1	0	0	1	1	0	51.40	96.80	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	53	1	1	1	0	0	1	0	1	0	71.85	3827.90	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	61	1	0	1	0	0	0	0	0	1	49.70	2961.40	0
0	1	0	0	1	0	0	0	0	0	0	0	0	0	70	0	0	0	0	0	0	1	1	1	45.25	3264.45	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	1	1	1	0	1	0	1	1	1	78.75	995.35	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	15	1	1	0	0	0	0	0	0	1	48.80	720.10	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	55	1	0	1	0	0	0	0	0	1	50.55	2832.75	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	11	1	0	0	0	0	0	0	0	1	44.65	472.25	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	1	1	1	1	1	1	0	89.30	6388.65	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	44.00	44.00	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	24	1	1	1	0	0	0	0	0	1	55.65	1400.55	1
0	1	0	1	0	0	0	0	1	0	1	1	1	0	65	1	0	1	1	1	0	0	1	0	71.00	4386.20	0
0	1	0	1	0	0	1	1	0	0	0	1	1	0	33	1	0	1	1	0	1	0	0	1	61.05	2018.40	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	0	0	0	1	0	0	0	0	1	29.60	79.45	1
0	1	0	0	1	0	0	0	1	0	1	1	0	0	34	1	0	1	0	1	1	1	1	1	79.95	2727.30	0
0	1	0	0	1	0	0	0	1	0	0	0	1	0	46	0	0	0	1	1	1	1	1	1	59.90	2816.65	1
0	1	0	0	0	1	1	1	0	0	0	1	0	1	17	1	0	1	0	0	0	0	0	1	50.30	846.80	0
0	1	0	0	0	1	0	0	0	0	0	0	1	0	59	0	0	0	1	0	0	1	1	1	50.25	2997.45	0
0	1	0	1	0	0	0	0	0	1	1	1	0	0	69	1	1	1	0	1	1	1	1	1	85.35	5897.40	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	11	0	0	0	0	1	0	1	0	1	41.60	470.60	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	10	1	0	1	0	0	0	0	0	1	51.65	524.50	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	39	1	0	0	0	1	0	1	0	1	59.85	2341.50	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	37	0	0	1	1	1	0	0	0	0	40.20	1448.80	1
0	1	0	0	0	1	1	1	0	0	1	1	1	0	9	1	0	0	1	0	0	0	0	0	50.85	466.60	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	44.30	44.30	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	6	1	0	0	0	1	0	1	0	0	60.90	414.10	0
0	1	0	0	0	1	1	1	0	0	0	1	1	0	7	0	0	1	1	0	0	0	0	0	34.20	256.60	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	25	1	0	1	0	0	1	0	0	0	54.30	1296.80	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	67	1	0	1	0	1	0	0	1	0	65.55	4361.55	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	27	1	0	0	1	1	1	1	1	0	78.20	2078.95	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	20	1	1	0	1	0	1	1	0	1	68.70	1416.20	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	6	1	0	1	0	1	1	1	1	0	78.65	483.30	0
0	1	0	0	0	1	0	0	0	0	0	0	0	0	13	1	0	0	1	0	0	1	0	1	59.90	788.35	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	18	0	0	1	0	1	0	0	0	0	33.60	550.35	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	36	0	0	0	1	0	1	0	0	1	34.85	1267.20	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	9	0	0	0	0	1	0	1	1	1	48.75	442.20	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	12	1	0	1	0	0	1	0	0	0	56.65	654.85	1
0	1	0	0	1	0	0	0	0	1	1	1	0	0	42	1	0	1	1	1	1	0	1	0	73.90	3160.55	1
0	1	0	0	0	1	0	0	0	0	1	1	0	0	68	0	0	0	1	0	1	0	1	0	44.95	3085.35	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	24.70	24.70	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	1	0	0	0	0	0	1	50.70	50.70	0
0	1	0	0	0	1	0	0	0	1	0	1	0	0	20	0	0	1	1	1	1	1	0	1	55.00	1165.55	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	72	1	0	1	1	0	1	1	0	0	68.40	4855.35	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	11	1	0	0	0	0	0	1	0	1	55.05	608.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	1	1	0	0	0	35.90	35.90	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	22	1	1	0	0	1	1	1	1	1	78.65	1663.75	0
0	1	0	0	0	1	0	0	1	0	1	1	1	1	49	1	0	1	0	1	1	0	0	0	61.75	3024.15	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	36	1	0	1	0	1	0	0	1	1	63.70	2188.50	0
0	1	0	0	0	1	0	0	1	0	0	0	0	0	4	0	0	0	0	0	0	0	0	1	25.20	102.50	1
0	1	0	0	1	0	1	1	0	0	1	1	0	0	12	1	1	0	0	0	1	1	1	0	74.05	872.65	1
0	1	0	0	0	1	0	0	0	1	1	0	0	0	15	1	1	0	0	0	1	0	0	0	55.00	757.10	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	29	0	0	0	1	0	1	0	0	0	34.30	1004.75	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	17	1	0	1	1	0	1	1	1	0	79.85	1387.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	22	0	0	0	1	0	0	1	1	1	50.35	1098.85	0
0	1	0	0	1	0	0	0	1	0	1	1	1	0	57	1	1	0	1	1	1	1	0	0	74.60	4368.95	0
0	1	0	0	1	0	0	0	0	1	0	1	1	1	65	1	1	1	1	1	0	0	1	0	72.45	4653.85	1
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	1	24.90	24.90	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	1	1	1	1	1	1	0	93.20	6506.15	0
0	1	0	0	1	0	0	0	0	0	0	0	0	0	60	1	1	1	1	0	0	0	1	1	71.75	4374.55	0
0	1	0	0	0	1	0	0	1	0	0	1	1	1	23	0	0	0	0	0	1	0	0	1	30.35	678.75	0
0	1	0	0	1	0	0	0	1	0	0	1	0	1	39	0	0	0	0	1	1	1	1	0	54.85	2191.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	5	1	0	0	0	1	1	0	0	0	56.15	291.45	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	41	1	1	0	1	1	0	1	1	1	80.55	3263.90	0
0	1	0	0	1	0	1	1	0	0	1	1	1	1	34	0	0	1	0	1	1	1	1	0	61.25	1993.20	0
0	1	0	0	0	1	0	0	1	0	1	1	0	1	41	1	0	0	0	0	0	0	0	0	45.20	1841.90	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	43	0	0	0	0	1	0	1	1	1	49.05	2076.20	1
0	1	0	0	0	1	1	1	0	0	1	0	1	1	12	0	0	0	0	0	1	0	0	1	29.30	355.90	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	27	0	0	0	0	0	0	0	1	0	36.50	1032.00	1
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0	1	0	0	1	0	0	0	0	1	1	1	0	0	58	1	1	1	1	1	1	0	0	1	71.10	4299.20	0
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0	1	0	0	0	1	0	0	1	0	0	1	1	0	11	1	0	0	0	0	0	0	0	1	45.90	521.90	0
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0	1	0	0	1	0	1	1	0	0	0	1	0	0	7	0	0	1	0	1	0	0	0	0	35.30	264.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	1	12	1	0	0	0	0	0	0	0	1	44.55	480.60	1
0	1	0	0	1	0	0	0	0	1	0	1	1	1	59	1	0	0	1	1	1	1	1	0	76.75	4541.90	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	61	1	1	0	0	1	1	1	1	1	81.00	4976.15	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	0	1	23.45	23.45	1
0	1	0	0	1	0	1	1	0	0	1	1	0	0	10	1	0	0	1	0	1	0	1	0	64.90	685.55	0
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0	1	0	0	1	0	0	0	0	0	1	1	1	0	55	1	1	1	1	1	1	1	1	1	90.15	4916.95	0
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0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	29.70	29.70	1
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0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	1	55.40	55.40	1
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	0	1	0	81.00	5750.00	0
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0	1	0	1	0	0	0	0	0	1	1	1	1	0	64	1	1	1	0	1	1	1	1	1	85.00	5484.40	0
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0	1	0	0	0	1	1	1	0	0	1	1	1	0	19	1	0	0	1	0	0	0	1	1	59.80	1130.85	0
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0	1	0	0	1	0	1	1	0	0	1	1	1	1	57	1	0	1	0	1	1	0	0	1	59.30	3274.35	0
0	1	0	0	0	1	0	0	0	0	0	1	1	0	52	0	0	1	0	0	0	0	1	1	39.90	2020.90	0
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0	1	0	0	0	1	0	0	0	1	1	1	0	0	67	0	0	0	0	1	1	1	1	1	53.40	3579.15	0
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0	1	0	0	0	1	0	0	0	1	0	0	0	0	6	1	0	0	0	0	0	0	0	0	44.70	276.50	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	1	0	0	1	0	0	0	53.85	259.80	1
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0	1	0	1	0	0	0	0	0	1	1	1	1	1	67	0	0	1	1	1	1	1	0	0	54.20	3623.95	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	69	1	1	1	1	0	1	0	0	1	66.90	4577.90	0
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0	1	0	1	0	0	0	0	0	1	1	0	1	0	60	0	0	0	1	0	0	1	1	1	49.45	2907.55	0
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0	1	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	44.90	44.90	1
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0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	0	0	1	0	54.30	195.30	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	1	1	0	88.70	6501.35	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	44	0	0	0	0	1	1	1	1	1	54.30	2317.10	0
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	1	1	1	1	1	91.95	6614.90	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	42	1	1	0	0	1	0	0	0	0	55.65	2421.75	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	17	1	0	0	0	0	1	0	0	0	51.50	900.50	1
0	1	0	0	1	0	1	1	0	0	0	1	1	1	21	1	1	1	1	0	1	1	0	0	77.50	1625.00	1
0	1	0	0	0	1	0	0	1	0	0	1	0	0	13	0	0	0	0	0	0	0	0	1	25.15	331.85	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	61	1	1	1	1	1	1	0	1	1	80.80	4860.85	0
0	1	0	0	1	0	1	1	0	0	0	1	0	0	29	0	0	0	0	0	0	0	0	1	24.85	788.05	0
0	1	0	0	1	0	0	0	0	1	1	1	0	1	25	1	0	0	1	0	1	0	0	1	54.75	1266.35	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	15	0	0	0	0	1	0	1	1	0	50.75	688.20	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	58	1	1	1	1	1	1	0	0	0	71.60	4230.25	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	70	0	0	0	1	1	1	1	1	1	58.40	4113.15	0
0	1	0	0	0	1	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	25.70	25.70	1
0	1	0	1	0	0	0	0	0	1	0	1	1	1	10	0	0	1	1	1	1	0	1	0	53.70	521.00	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	46.05	80.35	1
0	1	0	0	1	0	0	0	1	0	0	1	0	1	70	1	1	1	1	0	1	0	0	0	64.95	4551.50	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	0	1	1	1	1	1	1	85.45	6227.50	0
0	1	0	0	0	1	1	1	0	0	0	0	1	1	22	0	0	1	0	0	0	0	1	0	40.05	880.20	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	0	0	1	0	0	0	1	49.15	169.05	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	1	1	1	0	1	1	1	83.60	5959.30	0
0	1	0	0	1	0	0	0	0	0	1	1	1	0	59	1	1	0	1	0	1	1	1	1	80.10	4693.20	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	54	1	0	1	1	0	0	1	0	1	65.30	3512.90	0
0	1	0	1	0	0	0	0	0	1	1	1	1	0	60	0	0	0	1	1	1	1	1	0	60.80	3603.45	0
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0	1	0	0	0	1	0	0	0	1	1	1	0	0	56	0	0	0	0	0	0	1	1	1	44.85	2564.95	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	1	0	35.05	35.05	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	60	1	0	0	1	0	1	1	1	0	76.95	4543.95	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	13	0	0	0	0	1	1	0	0	0	35.40	450.40	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	25	0	0	0	0	1	1	1	1	0	54.20	1423.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	45.25	74.20	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	35	0	0	0	0	1	1	0	0	1	33.45	1175.85	0
0	1	0	0	1	0	0	0	0	0	0	1	0	1	54	1	0	0	1	1	1	0	0	1	61.00	3283.05	0
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0	1	0	0	1	0	0	0	0	1	1	0	1	0	31	0	0	1	1	1	0	0	1	1	50.40	1580.10	0
0	1	0	1	0	0	0	0	1	0	1	1	0	0	52	1	1	0	0	1	1	1	1	1	80.95	4233.95	0
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0	1	0	0	1	0	0	0	0	0	1	1	0	0	60	0	0	1	0	1	0	0	1	1	44.45	2773.90	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	48	1	0	1	1	1	0	0	1	1	70.10	3238.40	0
0	1	0	0	0	1	0	0	1	0	0	0	1	0	54	0	0	0	0	0	0	0	0	1	24.95	1364.75	0
0	1	0	0	1	0	0	0	0	0	1	1	1	1	30	1	0	0	0	1	1	1	0	1	64.50	1985.15	0
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0	1	0	1	0	0	0	0	1	0	1	1	1	1	72	1	0	1	0	1	1	1	1	1	80.45	5886.85	0
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0	1	0	1	0	0	1	1	0	0	1	1	1	0	64	1	0	0	1	1	1	0	1	1	68.30	4378.80	0
0	1	0	1	0	0	0	0	1	0	0	1	0	0	70	0	0	1	0	1	1	0	1	0	48.40	3442.80	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	0	1	0	1	0	1	1	44.65	44.65	1
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0	1	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	0	1	1	1	1	1	83.55	6093.30	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	35	1	0	0	1	0	1	0	0	0	56.85	1861.10	0
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0	1	0	0	0	1	0	0	0	0	1	1	1	1	60	0	0	0	1	0	0	1	1	1	49.75	3069.45	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	8	1	0	1	1	0	1	0	0	0	58.20	469.25	0
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0	1	0	1	0	0	0	0	1	0	1	1	0	0	72	1	1	1	1	0	0	0	0	0	59.75	4265.00	0
0	1	0	0	0	1	1	1	0	0	1	1	0	1	3	1	0	1	0	0	1	0	0	1	55.10	154.65	1
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0	1	0	0	0	1	0	0	0	0	1	1	1	1	6	1	0	0	0	0	0	1	0	0	54.85	355.10	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	45.30	45.30	1
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0	1	0	0	1	0	1	1	0	0	1	1	0	0	15	0	0	1	1	1	1	0	0	0	45.90	693.45	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	6	1	0	0	1	1	0	0	0	1	55.30	324.25	1
0	1	0	0	1	0	0	0	1	0	0	0	1	0	63	0	0	1	0	0	1	0	0	0	36.10	2298.90	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	25	1	0	0	1	0	1	0	1	1	65.80	1679.65	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	24.40	24.40	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	26	1	0	0	1	0	1	1	1	1	73.05	1959.50	0
0	1	0	0	1	0	0	0	0	0	1	1	0	0	34	1	0	1	1	0	0	0	1	0	64.35	2053.05	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	62	1	0	1	0	1	0	0	0	0	54.75	3425.35	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	9	1	0	1	1	0	0	1	1	1	74.65	703.55	1
0	1	0	0	0	1	0	0	0	0	0	1	0	0	24	1	0	1	0	0	0	0	0	1	51.15	1275.70	0
0	1	0	1	0	0	0	0	0	0	0	0	1	0	68	0	0	1	1	1	0	0	0	1	41.95	2965.75	0
0	1	0	0	0	1	1	1	0	0	0	1	1	1	31	1	0	0	0	1	1	0	0	0	54.35	1647.00	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	1	1	56.25	56.25	1
0	1	0	1	0	0	0	0	1	0	1	1	1	1	61	0	0	0	1	1	1	1	1	1	61.45	3751.15	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	4	0	0	1	0	0	0	0	0	1	29.15	110.05	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	34	1	0	1	1	0	0	0	0	0	55.00	1885.15	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	68	1	1	1	1	1	1	1	1	1	90.80	6302.85	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	45	0	0	0	1	1	1	0	1	0	51.00	2264.50	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	22	1	1	1	0	0	1	0	0	1	59.05	1253.50	0
0	1	0	1	0	0	0	0	1	0	0	1	1	0	70	1	1	0	1	1	1	1	0	0	72.95	5265.55	0
0	1	0	0	1	0	0	0	0	1	1	1	0	1	10	1	1	1	0	1	1	0	1	0	73.55	693.30	0
0	1	0	1	0	0	0	0	0	1	0	1	0	0	72	1	1	1	0	1	1	1	1	0	84.30	5997.10	0
0	1	0	0	1	0	0	0	0	1	1	1	1	1	49	1	0	0	1	1	0	1	1	0	78.00	3824.20	0
0	1	0	0	1	0	1	1	0	0	1	0	0	0	54	1	1	0	1	0	1	1	0	0	72.10	3886.05	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	26	1	0	0	0	0	1	1	0	0	59.45	1507.00	0
0	1	0	0	0	1	0	0	1	0	0	1	1	0	55	0	0	0	0	1	1	1	1	1	54.55	2978.30	1
0	1	0	1	0	0	0	0	0	0	0	1	1	0	71	1	0	1	0	1	1	1	1	1	82.55	5832.65	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	64	1	1	1	1	1	1	1	0	0	81.25	5567.55	0
0	1	0	0	0	1	0	0	0	1	1	1	0	0	7	1	0	0	0	0	1	1	1	1	70.75	450.80	1
0	1	0	1	0	0	0	0	0	1	1	1	0	0	57	1	0	1	1	1	1	1	0	1	74.30	4166.35	0
0	1	0	0	0	1	0	0	0	1	1	1	1	1	3	0	0	1	0	0	0	0	0	0	29.70	91.70	1
0	1	0	0	0	1	0	0	0	1	0	1	1	0	14	1	1	0	0	0	1	1	0	1	66.60	979.50	0
0	1	0	0	0	1	0	0	0	0	0	1	1	1	2	1	0	0	0	0	0	0	0	1	44.50	90.05	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	25.30	25.30	1
0	1	0	0	1	0	0	0	0	1	0	1	0	0	22	1	0	0	1	0	1	0	0	1	55.15	1193.05	1
0	1	0	0	1	0	0	0	1	0	0	1	1	1	29	1	1	1	0	0	1	1	0	0	69.05	1958.45	0
0	1	0	0	0	1	0	0	0	0	0	1	0	1	9	1	0	0	1	0	0	0	0	1	50.10	484.05	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	48	1	1	1	1	1	0	1	1	1	83.45	3887.85	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	2	1	1	0	0	0	0	0	1	0	62.05	118.30	1
0	1	0	1	0	0	0	0	1	0	0	1	1	1	64	0	0	1	0	1	1	1	1	1	60.05	3845.45	0
0	1	0	1	0	0	0	0	0	1	1	0	1	0	72	1	1	1	1	1	0	1	1	1	84.10	6129.65	0
0	1	0	0	0	1	0	0	0	1	0	1	1	0	25	1	1	0	0	1	0	0	0	0	55.55	1405.30	0
0	1	0	0	0	1	0	0	0	0	1	1	1	0	34	1	1	1	1	0	1	0	0	0	62.65	2274.90	1
0	1	0	0	1	0	0	0	0	0	1	1	1	1	10	1	1	1	1	0	0	1	0	0	70.30	676.15	0
0	1	0	0	1	0	0	0	0	1	0	1	1	0	69	1	0	1	1	0	0	0	0	1	53.65	3804.40	0
0	1	0	0	1	0	1	1	0	0	0	1	1	1	28	0	0	1	0	1	1	1	0	0	50.80	1386.80	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	16	1	0	1	0	0	0	0	0	1	50.15	762.25	1
0	1	0	0	0	1	1	1	0	0	0	1	0	0	25	1	0	1	1	0	1	1	1	1	79.00	1902.00	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	1	0	1	0	1	1	0	77.55	5574.35	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	29	1	1	1	1	0	1	0	0	0	67.45	1801.10	0
0	1	0	0	0	1	1	1	0	0	1	1	0	0	28	0	0	0	0	1	0	0	0	1	29.75	790.70	0
0	1	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	1	1	1	1	1	1	0	92.30	6719.90	0
0	1	0	1	0	0	0	0	0	1	1	1	1	1	72	0	0	0	1	0	1	1	1	0	53.65	3784.00	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	47	0	0	1	1	0	1	0	0	0	39.65	1798.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	1	0	1	54.65	54.65	0
0	1	0	0	0	1	0	0	0	1	0	1	1	1	43	0	0	0	1	0	0	0	0	0	29.30	1224.05	0
0	1	0	0	0	1	0	0	0	0	1	0	1	0	27	1	1	0	1	1	1	1	1	0	83.85	2310.20	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	0	1	1	0	1	1	1	1	0	0	73.35	0.00	0
0	1	0	0	0	1	0	0	0	0	1	0	0	0	2	1	0	0	0	0	0	0	0	0	43.95	85.10	0
0	1	0	0	1	0	1	1	0	0	1	1	0	0	36	1	1	0	1	0	1	0	1	1	70.70	2511.95	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	13	0	0	0	1	0	0	0	0	0	29.15	357.15	0
0	1	0	1	0	0	0	0	1	0	1	1	1	0	60	0	0	1	1	0	1	0	0	0	37.70	2288.70	0
0	1	0	0	1	0	0	0	0	0	0	1	0	0	43	0	0	0	0	1	1	0	1	0	44.15	1931.30	0
0	1	0	0	1	0	1	1	0	0	1	1	0	1	11	0	0	1	0	0	1	0	0	1	36.05	402.60	0
0	1	0	0	0	1	0	0	0	1	1	1	1	0	45	1	0	0	0	1	0	0	0	1	50.25	2221.55	0
0	1	0	0	1	0	0	0	1	0	1	1	0	0	39	0	0	1	1	0	1	0	0	0	41.15	1700.90	0
0	1	0	0	0	1	0	0	1	0	1	1	0	0	41	1	1	1	0	1	1	0	1	1	74.65	3090.65	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	25	0	0	0	0	1	0	1	1	1	48.25	1293.80	0
0	1	0	1	0	0	0	0	0	1	0	1	1	1	8	1	1	1	1	0	1	0	1	1	76.15	645.80	0
0	1	0	1	0	0	1	1	0	0	1	1	1	1	71	1	1	1	1	1	1	0	0	0	71.10	5224.95	0
0	1	0	0	1	0	0	0	0	1	1	1	0	0	30	1	1	1	0	1	0	1	1	1	79.30	2427.10	0
0	1	0	0	0	1	0	0	0	0	1	1	0	0	2	0	0	0	0	0	0	1	1	1	45.25	85.50	1
0	1	0	0	0	1	0	0	0	0	0	1	1	1	22	1	0	0	0	0	1	0	0	1	51.10	1232.90	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	48	1	0	1	0	1	1	1	0	0	69.70	3023.65	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	70	1	1	0	1	1	1	1	1	1	84.10	5979.70	0
0	1	0	1	0	0	0	0	1	0	1	1	1	1	49	1	1	0	1	0	1	1	1	0	79.30	3902.45	0
0	1	0	1	0	0	0	0	0	1	1	0	0	0	64	1	0	1	1	0	1	1	0	1	70.20	4481.00	1
0	1	0	0	0	1	0	0	0	0	1	0	1	0	13	0	0	0	0	0	0	1	1	0	45.30	528.45	0
0	1	0	1	0	0	0	0	1	0	0	1	1	1	68	1	0	0	0	1	1	1	1	1	72.95	4953.25	0
0	1	0	0	0	1	1	1	0	0	0	1	0	0	27	1	0	1	0	0	0	0	0	0	50.35	1411.35	0
0	1	0	0	0	1	0	0	1	0	0	1	0	0	12	1	0	0	0	0	1	0	0	0	50.25	593.75	1
0	1	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	1	1	1	1	1	1	0	87.25	6328.70	0
0	1	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	0	0	1	1	55.90	238.50	0
0	1	0	1	0	0	0	0	0	0	0	1	1	1	52	1	0	1	1	1	0	1	1	0	79.20	4016.30	0
0	1	0	0	0	1	1	1	0	0	1	1	1	1	4	1	0	0	1	0	1	0	0	0	56.50	235.10	1
0	1	0	0	1	0	1	1	0	0	1	1	1	0	52	0	0	1	0	1	0	0	0	0	35.45	1958.95	0
0	1	0	0	1	0	0	0	1	0	0	1	1	0	70	1	1	1	1	1	1	1	0	0	79.40	5528.90	0
0	1	0	0	1	0	0	0	0	1	0	1	0	0	43	0	0	1	0	1	0	0	0	1	35.20	1463.70	0
0	1	0	1	0	0	1	1	0	0	1	1	0	0	12	0	0	1	0	1	1	0	1	0	49.85	552.10	0
0	1	0	0	1	0	0	0	1	0	1	1	1	1	56	1	1	1	1	0	0	0	1	0	68.75	3815.40	0
0	1	0	1	0	0	0	0	1	0	0	1	0	1	0	1	1	1	1	0	1	0	0	1	61.90	0.00	0
0	1	0	0	1	0	0	0	0	0	0	1	1	1	51	0	0	1	1	1	0	1	1	0	59.30	3014.65	1
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0	0	1	0	0	1	1	1	0	0	0	1	0	0	53	1	0	0	1	0	1	0	0	1	80.60	4348.10	0
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0	0	1	1	0	0	0	0	1	0	1	0	1	0	60	1	1	1	1	1	1	1	1	1	116.05	6925.90	0
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0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	69.10	69.10	1
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0	0	1	0	0	1	0	0	1	0	1	1	0	0	6	1	1	0	0	0	0	1	1	1	93.55	536.40	1
0	0	1	1	0	0	0	0	0	1	0	1	0	0	71	1	1	0	0	1	1	0	0	1	86.40	6172.00	0
0	0	1	0	0	1	0	0	0	1	0	0	1	0	67	1	1	0	0	0	0	1	1	1	94.65	6079.00	0
0	0	1	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	1	1	80.85	80.85	1
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0	0	1	0	1	0	0	0	1	0	1	1	1	1	56	1	0	0	0	0	0	1	1	0	88.90	4968.00	0
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0	0	1	1	0	0	0	0	0	1	0	1	1	1	72	1	1	1	1	0	1	1	1	1	107.70	7919.80	0
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0	0	1	0	0	1	0	0	0	0	0	1	0	0	28	1	1	0	1	1	0	1	1	1	105.70	2979.50	1
0	0	1	0	0	1	0	0	0	0	1	0	0	0	8	1	1	0	0	0	0	0	1	0	85.20	695.75	0
0	0	1	1	0	0	1	1	0	0	0	1	1	0	66	1	1	1	1	1	1	0	0	0	96.60	6424.25	0
0	0	1	0	0	1	0	0	0	0	1	1	0	0	11	1	1	0	0	0	0	0	0	1	76.50	837.95	1
0	0	1	0	0	1	0	0	0	0	0	1	0	0	14	1	0	0	0	0	0	1	1	1	92.90	1337.45	0
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0	0	1	1	0	0	0	0	0	1	0	1	0	0	63	1	0	1	1	1	1	1	1	0	109.20	7049.75	0
0	0	1	1	0	0	0	0	1	0	1	1	1	0	72	1	1	0	1	1	1	1	1	1	110.45	7982.50	0
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0	0	1	0	1	0	0	0	0	0	1	0	1	0	46	1	1	0	0	0	1	1	1	0	100.25	4753.85	0
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0	0	1	1	0	0	0	0	0	0	0	1	1	1	68	1	0	1	0	0	1	1	1	1	99.55	6668.00	0
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0	0	1	0	1	0	0	0	0	0	1	0	1	0	56	1	1	1	1	1	1	0	0	0	95.65	5471.75	0
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0	0	1	1	0	0	0	0	0	1	0	1	1	1	69	1	0	1	1	0	1	1	1	1	106.35	7261.75	0
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0	0	1	0	0	1	0	0	0	0	0	1	1	1	22	1	1	0	0	1	0	1	0	1	88.75	1885.15	0
0	0	1	0	0	1	0	0	0	0	0	1	1	0	29	1	1	1	1	0	0	0	0	1	84.45	2467.10	1
0	0	1	0	0	1	0	0	0	0	1	1	1	0	49	1	0	0	1	1	0	1	1	0	99.40	5025.00	0
0	0	1	0	1	0	1	1	0	0	1	0	1	0	43	1	1	1	0	1	1	1	1	1	109.55	4830.25	1
0	0	1	1	0	0	0	0	0	1	1	1	1	0	72	1	1	1	1	1	1	1	1	1	115.55	8312.40	0
0	0	1	0	0	1	0	0	0	0	1	0	0	0	46	1	1	0	1	1	0	1	1	1	104.45	4863.85	0
0	0	1	0	0	1	0	0	0	1	0	0	1	0	66	1	1	0	0	0	1	1	1	1	100.05	6871.90	1
0	0	1	0	1	0	0	0	0	0	0	1	0	0	62	1	1	1	1	0	1	0	1	0	102.00	6529.25	1
0	0	1	0	1	0	0	0	0	0	0	1	1	1	35	1	0	0	1	0	1	1	0	1	89.70	3165.60	0
0	0	1	0	0	1	0	0	0	1	0	1	1	0	17	1	1	1	1	1	0	0	0	0	90.20	1454.15	1
0	0	1	0	0	1	0	0	0	1	1	1	0	0	31	1	1	0	0	0	1	0	0	1	79.85	2404.15	1
0	0	1	0	1	0	0	0	0	0	1	1	1	0	48	1	0	0	1	1	0	1	1	1	97.05	4692.95	0
0	0	1	0	1	0	0	0	1	0	1	1	1	1	52	1	1	0	0	1	0	1	1	0	101.25	5301.10	0
0	0	1	0	0	1	0	0	0	0	0	0	1	0	4	1	0	0	0	0	0	0	0	1	70.20	280.35	0
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0	0	1	0	0	1	0	0	0	0	0	1	1	0	9	1	1	1	0	0	0	0	1	1	88.05	801.30	0
0	0	1	0	1	0	0	0	0	1	1	0	1	0	66	1	1	0	0	1	1	1	1	1	105.95	6975.25	1
0	0	1	0	0	1	0	0	0	0	0	1	0	1	3	1	1	0	0	1	0	0	1	0	91.85	257.05	1
0	0	1	1	0	0	0	0	1	0	1	1	1	1	64	1	1	1	1	0	1	1	1	0	110.30	6997.30	0
0	0	1	0	0	1	0	0	0	0	1	0	0	0	31	1	1	0	0	0	0	0	0	1	73.90	2217.15	1
0	0	1	0	0	1	1	1	0	0	1	1	0	0	14	1	0	0	0	0	0	1	1	1	89.80	1129.10	1
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0	0	1	0	0	1	0	0	0	1	0	1	1	1	40	1	1	1	1	0	1	1	1	1	110.10	4469.10	0
0	0	1	0	0	1	0	0	0	0	1	0	0	0	37	1	1	0	0	0	0	1	1	1	96.55	3580.30	1
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0	0	1	0	0	1	1	1	0	0	1	1	0	0	23	1	0	0	1	0	1	0	0	1	79.10	1783.75	0
0	0	1	0	0	1	0	0	0	0	0	0	0	0	24	1	1	0	1	0	0	1	1	1	101.25	2440.15	1
0	0	1	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	1	0	0	79.55	79.55	1
0	0	1	0	1	0	0	0	0	1	0	1	0	0	65	1	1	1	0	1	1	1	1	1	110.00	7138.65	0
0	0	1	0	0	1	0	0	1	0	1	0	0	0	14	1	1	0	0	1	0	0	0	1	80.35	1058.10	0
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0	0	1	0	1	0	0	0	0	0	1	1	0	0	32	1	1	0	0	0	0	1	0	0	84.05	2781.85	1
0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	1	1	1	89.10	89.10	1
0	0	1	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	1	69.90	497.30	0
0	0	1	0	0	1	0	0	0	0	1	1	1	1	17	1	1	1	0	1	0	1	0	0	94.40	1607.20	1
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0	0	1	0	0	1	0	0	0	1	0	1	1	0	31	1	1	1	1	0	1	0	0	1	90.55	2929.75	0
0	0	1	0	0	1	0	0	0	0	1	1	0	0	11	1	0	1	0	0	0	0	0	0	76.40	838.70	0
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0	0	1	1	0	0	0	0	1	0	1	0	0	0	72	1	1	1	1	0	1	1	1	1	110.10	7746.70	0
0	0	1	0	0	1	0	0	0	1	1	0	0	0	71	1	1	0	1	0	0	1	1	1	99.65	6951.15	0
0	0	1	0	0	1	0	0	0	0	1	0	0	0	8	1	1	0	0	0	0	0	0	1	75.75	606.25	1
0	0	1	1	0	0	1	1	0	0	1	1	0	0	50	1	0	0	1	0	1	1	1	1	100.20	5038.45	0
0	0	1	0	0	1	0	0	0	0	0	0	1	0	1	1	1	1	0	0	0	0	0	1	80.30	80.30	1
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0	0	1	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	1	0	0	0	1	74.90	74.90	1
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0	0	1	0	1	0	0	0	0	0	1	1	0	0	45	1	0	1	1	0	0	1	1	1	100.30	4483.95	0
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0	0	1	1	0	0	0	0	1	0	1	1	1	0	68	1	1	0	0	1	0	1	0	1	89.95	5974.30	0
0	0	1	0	0	1	0	0	0	1	1	0	0	0	49	1	1	0	0	1	0	0	1	1	90.85	4515.85	1
0	0	1	0	0	1	0	0	1	0	1	1	1	0	2	1	0	0	1	1	0	0	0	0	79.70	165.00	1
0	0	1	0	0	1	0	0	1	0	0	1	0	0	30	1	1	1	0	0	0	1	1	1	100.40	2936.25	0
0	0	1	0	0	1	0	0	0	0	1	1	1	0	21	1	1	0	0	0	0	0	1	1	86.50	1808.70	1
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0	0	1	1	0	0	0	0	1	0	1	1	1	0	72	1	1	1	1	1	1	1	0	1	103.95	7556.90	0
0	0	1	0	0	1	0	0	1	0	1	1	0	0	66	1	1	1	1	1	1	0	1	1	103.10	6595.00	0
0	0	1	0	0	1	0	0	0	0	1	0	1	1	46	1	1	1	1	0	1	1	1	1	110.20	4972.10	0
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0	0	1	0	1	0	0	0	0	0	0	1	0	0	35	1	0	1	0	0	1	0	1	1	89.20	3251.30	0
0	0	1	1	0	0	0	0	1	0	0	1	1	1	70	1	1	0	1	0	0	1	1	0	98.30	6859.50	1
0	0	1	0	1	0	0	0	0	1	0	1	1	1	68	1	1	0	1	0	0	1	1	1	101.05	6770.50	0
0	0	1	0	1	0	0	0	0	0	1	1	0	0	47	1	0	1	0	1	1	1	1	1	103.70	4730.60	0
0	0	1	0	0	1	0	0	1	0	1	1	0	0	48	1	1	0	1	1	0	1	1	1	107.40	5121.30	1
0	0	1	0	0	1	0	0	0	0	1	0	0	0	13	1	1	0	0	0	0	0	1	1	82.00	1127.20	1
0	0	1	0	0	1	0	0	0	0	0	1	0	0	9	1	0	0	0	0	1	1	0	0	86.25	770.50	0
0	0	1	0	1	0	1	1	0	0	1	1	0	0	38	1	0	0	0	0	0	1	1	1	89.10	3342.00	0
0	0	1	0	0	1	0	0	0	0	1	0	1	0	42	1	1	0	1	1	0	1	0	1	95.55	3930.60	0
0	0	1	0	0	1	0	0	0	1	1	1	1	0	24	1	1	0	0	0	0	0	0	1	75.40	1747.85	1
0	0	1	0	0	1	0	0	0	0	1	0	1	0	27	1	0	1	0	1	0	1	1	1	101.25	2754.45	1
0	0	1	0	0	1	0	0	0	1	0	1	1	1	9	1	1	0	1	1	0	1	1	1	102.60	897.75	0
0	0	1	0	0	1	0	0	0	1	1	0	1	0	61	1	1	1	1	1	1	0	0	1	94.20	5895.45	0
0	0	1	0	0	1	0	0	0	0	0	0	0	0	25	1	1	0	1	0	0	1	0	1	89.50	2196.15	1
0	0	1	0	0	1	0	0	1	0	1	0	0	0	22	1	1	0	0	0	0	0	0	1	74.40	1692.60	1
0	0	1	0	0	1	0	0	0	0	0	1	0	0	4	1	1	0	0	0	0	0	0	1	74.35	265.35	1
0	0	1	0	0	1	0	0	1	0	1	0	1	0	18	1	1	0	0	0	1	1	1	0	99.75	1836.25	1
0	0	1	0	1	0	0	0	0	0	1	0	0	0	56	1	1	0	1	1	1	1	1	1	111.95	6418.90	1
0	0	1	0	1	0	0	0	0	0	1	0	1	0	53	1	0	0	1	1	1	1	0	1	94.00	4871.45	0
0	0	1	0	1	0	0	0	0	0	1	1	1	0	51	1	1	0	0	1	0	1	1	1	98.85	4947.55	0
0	0	1	0	0	1	0	0	1	0	1	1	0	0	23	1	0	0	1	1	1	0	0	0	83.20	2032.30	0
0	0	1	0	0	1	0	0	0	1	1	1	1	0	30	1	1	0	1	0	1	1	0	1	94.10	2804.45	1
0	0	1	0	1	0	0	0	0	0	1	0	0	0	35	1	1	1	1	1	0	1	1	1	108.35	3726.15	0
0	0	1	0	0	1	0	0	0	0	0	1	1	0	36	1	0	1	0	0	0	1	1	1	93.60	3366.05	0
0	0	1	0	0	1	0	0	1	0	1	1	0	0	8	1	1	0	0	0	0	1	1	0	95.65	778.10	1
0	0	1	0	1	0	0	0	1	0	0	1	1	1	71	1	1	0	1	0	0	1	1	0	100.55	7113.75	0
0	0	1	0	0	1	0	0	0	0	1	0	1	0	50	1	1	0	1	0	0	1	0	1	88.05	4367.35	1
0	0	1	0	0	1	0	0	0	0	1	1	1	0	27	1	0	0	1	0	0	0	0	1	76.10	2093.40	0
0	0	1	0	0	1	0	0	0	0	1	1	0	0	13	1	0	0	0	0	0	0	1	1	80.50	1011.80	0
0	0	1	1	0	0	0	0	1	0	1	1	1	0	64	1	1	0	1	0	1	1	1	1	105.40	6794.75	0
0	0	1	0	0	1	0	0	0	1	0	1	0	0	38	1	1	0	1	1	0	0	1	1	95.10	3691.20	0
0	0	1	0	0	1	0	0	0	1	0	1	0	0	40	1	1	0	1	1	0	1	1	1	104.50	4036.85	1
0	0	1	0	0	1	0	0	0	1	1	0	0	0	3	1	1	0	0	0	0	0	0	1	75.05	256.25	1
0	0	1	0	0	1	0	0	0	0	0	1	0	0	23	1	1	0	0	1	0	0	0	1	81.00	1917.10	1
0	0	1	0	0	1	0	0	0	0	1	0	1	0	1	1	1	0	0	0	0	0	0	1	74.45	74.45	1
0	0	1	0	0	1	0	0	1	0	1	1	0	0	40	1	1	0	1	1	0	1	0	1	93.40	3756.40	0
0	0	1	0	0	1	0	0	0	0	0	1	0	0	41	1	1	0	1	0	0	1	0	1	89.20	3645.75	0
0	0	1	0	0	1	0	0	0	1	0	0	1	0	34	1	0	0	0	1	0	1	0	1	85.20	2874.45	0
0	0	1	0	0	1	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	1	70.65	70.65	1
0	0	1	0	1	0	0	0	0	0	0	1	0	0	72	1	1	0	1	1	0	1	1	1	104.95	7544.30	0
0	0	1	0	0	1	0	0	0	0	1	0	1	0	63	1	1	0	1	1	0	1	1	1	103.50	6479.40	0
0	0	1	0	0	1	0	0	0	1	0	1	1	0	44	1	1	1	0	1	0	0	0	1	84.80	3626.35	0
0	0	1	0	0	1	0	0	1	0	1	1	0	0	18	1	1	0	0	1	1	0	1	1	95.05	1679.40	0
0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	1	75.75	75.75	1
0	0	1	0	0	1	0	0	0	1	0	1	0	0	38	1	0	0	0	0	0	0	0	1	69.50	2625.25	0
0	0	1	0	0	1	0	0	0	1	1	1	0	0	67	1	1	1	1	1	0	1	0	1	102.95	6886.25	1
0	0	1	0	0	1	0	0	1	0	0	1	0	0	19	1	0	0	0	0	0	1	0	1	78.70	1495.10	0
0	0	1	0	1	0	0	0	0	1	1	1	1	1	72	1	1	0	1	1	0	1	1	1	103.20	7362.90	0
0	0	1	0	0	1	1	1	0	0	0	0	1	0	4	1	1	0	0	0	0	0	0	1	74.40	306.60	1
0	0	1	1	0	0	0	0	1	0	0	1	0	0	66	1	0	1	0	1	1	1	1	1	105.65	6844.50	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	1	20.20	20.20	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	12	1	0	0	0	0	0	0	0	1	19.35	219.35	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	72	1	0	0	0	0	0	0	0	0	20.25	1566.90	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	29	1	1	0	0	0	0	0	0	0	25.15	702.00	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	16	1	0	0	0	0	0	0	0	0	19.75	284.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	1	19.85	193.05	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	50	1	1	0	0	0	0	0	0	0	24.90	1195.25	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	59	1	0	0	0	0	0	0	0	0	19.35	1099.60	1
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	1	24.25	1732.95	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	1	1	1	0	0	0	0	0	0	0	25.40	25.40	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	19.70	220.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.25	20.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	52	1	1	0	0	0	0	0	0	0	24.80	1229.10	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.25	19.25	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	71	1	0	0	0	0	0	0	0	1	19.90	1355.10	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	35	1	0	0	0	0	0	0	0	1	19.85	739.35	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	1	19.20	161.95	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	63	1	0	0	0	0	0	0	0	0	20.50	1328.15	0
1	0	0	0	1	0	0	0	0	1	1	1	0	1	41	1	0	0	0	0	0	0	0	1	20.25	865.00	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	70	1	0	0	0	0	0	0	0	0	19.45	1303.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	5	1	0	0	0	0	0	0	0	0	20.20	83.75	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	47	1	0	0	0	0	0	0	0	1	20.55	945.70	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.15	19.15	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	33	1	0	0	0	0	0	0	0	0	20.60	690.25	0
1	0	0	0	0	1	1	1	0	0	0	0	1	0	11	1	0	0	0	0	0	0	0	0	19.95	214.75	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	19	1	0	0	0	0	0	0	0	0	19.90	367.55	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	23	1	0	0	0	0	0	0	0	0	20.05	415.10	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	32	1	0	0	0	0	0	0	0	0	19.75	624.15	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	11	1	0	0	0	0	0	0	0	0	20.05	237.70	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	20	1	0	0	0	0	0	0	0	1	19.70	419.40	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	72	1	0	0	0	0	0	0	0	1	19.80	1468.75	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.90	19.90	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.60	19.60	1
1	0	0	0	1	0	0	0	1	0	1	1	1	0	46	1	1	0	0	0	0	0	0	1	24.45	1066.15	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	40	1	1	0	0	0	0	0	0	1	24.80	1024.70	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	5	1	1	0	0	0	0	0	0	1	24.30	132.25	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	44	1	1	0	0	0	0	0	0	0	25.70	1110.50	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	61	1	0	0	0	0	0	0	0	1	19.40	1182.55	1
1	0	0	1	0	0	0	0	0	0	0	1	1	0	41	1	0	0	0	0	0	0	0	1	19.75	899.45	0
1	0	0	0	1	0	0	0	1	0	0	1	1	0	36	1	0	0	0	0	0	0	0	0	20.85	720.05	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	52	1	1	0	0	0	0	0	0	1	25.05	1270.25	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	64	1	1	0	0	0	0	0	0	0	24.70	1642.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	61	1	1	0	0	0	0	0	0	0	24.40	1417.90	0
1	0	0	0	0	1	1	1	0	0	0	1	1	0	2	1	0	0	0	0	0	0	0	0	20.00	38.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	6	1	0	0	0	0	0	0	0	0	19.65	100.90	0
1	0	0	1	0	0	1	1	0	0	1	1	0	1	44	1	0	0	0	0	0	0	0	0	19.90	868.10	0
1	0	0	0	1	0	1	1	0	0	1	0	0	0	17	1	0	0	0	0	0	0	0	0	20.65	330.60	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	11	1	0	0	0	0	0	0	0	0	19.65	225.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.40	20.40	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	70	1	0	0	0	0	0	0	0	0	19.80	1397.65	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.85	19.85	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	12	1	0	0	0	0	0	0	0	0	20.05	265.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	35	1	0	0	0	0	0	0	0	0	19.60	686.95	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	24	1	0	0	0	0	0	0	0	1	21.10	490.65	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	70	1	0	0	0	0	0	0	0	0	20.05	1360.25	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.55	19.55	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	15	1	0	0	0	0	0	0	0	0	19.75	311.60	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	55	1	0	0	0	0	0	0	0	0	19.35	1153.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	23	1	1	0	0	0	0	0	0	1	25.60	514.75	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.90	19.90	0
1	0	0	0	0	1	1	1	0	0	0	1	1	0	3	1	1	0	0	0	0	0	0	1	23.60	89.05	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	60	1	0	0	0	0	0	0	0	1	19.25	1103.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	1	19.65	38.80	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	12	1	0	0	0	0	0	0	0	0	19.00	233.55	1
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	19.00	19.00	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	1	20.00	61.70	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	5	1	0	0	0	0	0	0	0	0	20.10	85.10	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	46	1	1	0	0	0	0	0	0	0	24.90	1174.80	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	65	1	0	0	0	0	0	0	0	1	20.40	1414.45	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.95	47.70	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	66	1	0	0	0	0	0	0	0	0	20.55	1357.10	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	20	1	0	0	0	0	0	0	0	0	19.70	406.95	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	20.00	137.60	1
1	0	0	0	1	0	1	1	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	0	20.35	176.30	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	68	1	1	0	0	0	0	0	0	0	25.40	1620.20	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	15	1	1	0	0	0	0	0	0	1	25.25	394.85	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	35	1	0	0	0	0	0	0	0	0	20.10	655.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	17	1	1	0	0	0	0	0	0	0	24.80	475.25	0
1	0	0	0	0	1	0	0	0	0	1	0	0	0	8	1	0	0	0	0	0	0	0	0	19.65	164.30	1
1	0	0	0	1	0	1	1	0	0	0	1	1	1	2	1	0	0	0	0	0	0	0	0	19.85	35.90	1
1	0	0	0	0	1	0	0	1	0	0	1	1	0	37	1	0	0	0	0	0	0	0	0	20.35	697.65	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.05	20.05	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	57	1	0	0	0	0	0	0	0	0	19.50	1167.60	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	53	1	0	0	0	0	0	0	0	1	19.85	1039.45	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	53	1	1	0	0	0	0	0	0	0	25.55	1336.10	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	22	1	1	0	0	0	0	0	0	1	24.85	493.40	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	48	1	1	0	0	0	0	0	0	0	24.55	1203.95	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	51	1	1	0	0	0	0	0	0	1	24.60	1266.40	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.45	20.45	0
1	0	0	0	1	0	0	0	0	1	0	1	0	1	47	1	0	0	0	0	0	0	0	0	20.55	1013.05	0
1	0	0	0	1	0	1	1	0	0	1	0	0	0	22	1	0	0	0	0	0	0	0	1	20.05	417.00	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	1	1	0	0	0	0	0	0	0	1	20.65	20.65	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	20.55	33.60	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.55	19.55	1
1	0	0	1	0	0	0	0	0	1	1	1	0	0	58	1	1	0	0	0	0	0	0	1	24.70	1519.00	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	72	1	1	0	0	0	0	0	0	0	25.40	1710.90	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	2	1	0	0	0	0	0	0	0	0	20.20	34.75	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	61	1	0	0	0	0	0	0	0	0	20.55	1305.95	0
1	0	0	0	0	1	1	1	0	0	0	0	1	0	9	1	0	0	0	0	0	0	0	1	21.25	204.55	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	22	1	1	0	0	0	0	0	0	0	26.25	605.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	0	0	0	0	0	0	0	20.35	92.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	61	1	1	0	0	0	0	0	0	1	24.10	1551.60	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	48	1	0	0	0	0	0	0	0	0	19.25	855.10	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	0	1	0	0	0	0	0	0	0	0	20.25	0.00	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	66	1	0	0	0	0	0	0	0	0	19.70	1253.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	19.85	57.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.80	20.80	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	65	1	0	0	0	0	0	0	0	0	19.90	1292.60	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	14	1	0	0	0	0	0	0	0	0	20.40	275.70	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	11	1	0	0	0	0	0	0	0	1	20.45	237.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.90	19.90	1
1	0	0	1	0	0	1	1	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	1	19.85	146.60	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	20	1	1	0	0	0	0	0	0	1	25.55	507.40	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	20.00	20.00	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	39	1	1	0	0	0	0	0	0	1	23.80	903.80	0
1	0	0	1	0	0	0	0	0	0	1	1	1	0	42	1	1	0	0	0	0	0	0	0	25.25	1108.20	0
1	0	0	0	0	1	0	0	1	0	0	0	0	0	5	1	0	0	0	0	0	0	0	0	20.05	94.15	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	62	1	1	0	0	0	0	0	0	1	25.80	1563.95	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	14	1	1	0	0	0	0	0	0	0	25.55	372.45	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	38	1	1	0	0	0	0	0	0	0	25.05	963.95	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	44	1	0	0	0	0	0	0	0	0	20.40	905.55	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	12	1	0	0	0	0	0	0	0	0	19.80	229.60	1
1	0	0	0	1	0	1	1	0	0	1	1	1	1	15	1	0	0	0	0	0	0	0	0	20.55	295.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	1	0	0	0	0	0	0	0	24.85	62.00	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	68	1	0	0	0	0	0	0	0	0	20.50	1424.90	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	26	1	0	0	0	0	0	0	0	0	19.80	457.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	5	1	0	0	0	0	0	0	0	1	20.50	104.30	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	3	1	1	0	0	0	0	0	0	1	26.40	121.25	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	66	1	0	0	0	0	0	0	0	0	19.95	1269.10	0
1	0	0	0	1	0	0	0	0	1	0	0	0	0	26	1	0	0	0	0	0	0	0	0	19.30	504.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.05	20.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.50	27.55	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	8	1	0	0	0	0	0	0	0	0	19.95	170.90	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	12	1	0	0	0	0	0	0	0	0	20.05	267.00	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	0	0	0	0	0	0	1	25.20	1798.90	0
1	0	0	0	1	0	0	0	1	0	0	1	1	0	60	1	1	0	0	0	0	0	0	0	24.15	1505.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	12	1	0	0	0	0	0	0	0	0	20.45	255.35	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	72	1	0	0	0	0	0	0	0	0	19.30	1304.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	15	1	0	0	0	0	0	0	0	0	19.90	320.45	0
1	0	0	0	1	0	0	0	1	0	1	1	0	1	24	1	0	0	0	0	0	0	0	0	21.05	531.55	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	4	1	0	0	0	0	0	0	0	1	20.50	77.60	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	35	1	0	0	0	0	0	0	0	0	20.50	759.35	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	1	0	0	0	0	0	0	0	25.45	1813.35	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	17	1	0	0	0	0	0	0	0	1	20.50	365.80	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	0	19.25	112.30	1
1	0	0	0	0	1	1	1	0	0	0	1	0	1	3	1	0	0	0	0	0	0	0	0	20.85	60.65	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	20	1	0	0	0	0	0	0	0	1	19.50	413.00	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	40	1	0	0	0	0	0	0	0	0	19.60	808.95	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	0	23.75	1679.25	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.75	19.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	27	1	0	0	0	0	0	0	0	0	19.15	537.35	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	34	1	0	0	0	0	0	0	0	0	19.60	678.80	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	58	1	1	0	0	0	0	0	0	0	24.35	1423.85	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	22	1	1	0	0	0	0	0	0	0	25.25	555.40	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	10	1	1	0	0	0	0	0	0	0	26.10	225.55	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	13	1	0	0	0	0	0	0	0	0	20.00	268.45	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	72	1	0	0	0	0	0	0	0	0	20.70	1492.10	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	37	1	0	0	0	0	0	0	0	0	19.85	784.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	21	1	0	0	0	0	0	0	0	0	20.00	417.70	0
1	0	0	0	1	0	0	0	0	0	0	0	1	0	23	1	0	0	0	0	0	0	0	1	20.75	485.20	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	64	1	1	0	0	0	0	0	0	1	24.40	1601.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	23	1	0	0	0	0	0	0	0	1	19.50	470.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	62	1	1	0	0	0	0	0	0	0	23.65	1416.75	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	66	1	1	0	0	0	0	0	0	0	25.10	1697.70	0
1	0	0	0	1	0	0	0	1	0	1	1	0	1	16	1	0	0	0	0	0	0	0	1	19.30	360.35	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	29	1	0	0	0	0	0	0	0	1	19.80	572.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	1
1	0	0	0	1	0	1	1	0	0	1	1	0	0	36	1	0	0	0	0	0	0	0	0	19.55	620.75	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	26	1	0	0	0	0	0	0	0	1	20.05	505.90	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	47	1	0	0	0	0	0	0	0	0	19.65	973.10	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	21.10	21.10	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	58	1	1	0	0	0	0	0	0	1	24.50	1497.90	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	32	1	0	0	0	0	0	0	0	1	20.05	614.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	0	1	1	0	0	0	0	0	0	0	25.75	0.00	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	52	1	0	0	0	0	0	0	0	0	19.60	1012.40	0
1	0	0	0	0	1	0	0	0	0	0	1	0	1	15	1	1	0	0	0	0	0	0	1	24.80	324.15	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	20	1	0	0	0	0	0	0	0	0	20.00	417.65	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	42	1	0	0	0	0	0	0	0	1	19.55	839.40	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	69	1	1	0	0	0	0	0	0	0	24.25	1641.80	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	69	1	1	0	0	0	0	0	0	0	24.60	1678.05	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	38	1	1	0	0	0	0	0	0	1	24.25	914.40	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	27	1	0	0	0	0	0	0	0	1	19.40	529.80	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	26	1	0	0	0	0	0	0	0	1	19.15	515.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	2	1	0	0	0	0	0	0	0	0	19.25	48.35	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	63	1	0	0	0	0	0	0	0	0	20.00	1209.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	71	1	0	0	0	0	0	0	0	0	19.80	1396.25	0
1	0	0	0	1	0	1	1	0	0	0	0	1	0	14	1	0	0	0	0	0	0	0	0	19.65	228.65	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	6	1	0	0	0	0	0	0	0	1	20.20	98.35	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	18.85	18.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	45	1	1	0	0	0	0	0	0	1	24.65	1138.80	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	53	1	0	0	0	0	0	0	0	0	18.70	1005.70	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	25	1	0	0	0	0	0	0	0	0	19.90	510.80	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.65	19.65	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.85	19.85	1
1	0	0	0	0	1	0	0	0	1	0	1	1	0	15	1	0	0	0	0	0	0	0	1	19.45	340.85	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	42	1	0	0	0	0	0	0	0	1	20.75	844.45	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	60	1	1	0	0	0	0	0	0	0	25.00	1505.05	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	69	1	0	0	0	0	0	0	0	0	20.20	1412.65	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	54	1	0	0	0	0	0	0	0	0	20.40	1090.60	0
1	0	0	0	1	0	0	0	0	1	0	1	1	0	62	1	1	0	0	0	0	0	0	1	23.75	1446.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	0	0	0	0	0	0	0	24.65	1830.05	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	70	1	1	0	0	0	0	0	0	0	24.70	1685.90	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	0	19.45	270.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	25	1	0	0	0	0	0	0	0	1	20.15	536.35	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	15	1	0	0	0	0	0	0	0	0	19.40	289.30	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.45	19.45	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	47	1	0	0	0	0	0	0	0	0	20.15	1046.20	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	63	1	1	0	0	0	0	0	0	0	24.65	1574.50	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	5	1	0	0	0	0	0	0	0	0	19.45	86.05	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	72	1	0	0	0	0	0	0	0	1	20.10	1326.25	0
1	0	0	0	1	0	0	0	1	0	0	1	1	0	25	1	0	0	0	0	0	0	0	1	20.95	495.15	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	36	1	0	0	0	0	0	0	0	1	19.25	679.80	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	59	1	0	0	0	0	0	0	0	0	19.85	1188.25	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	64	1	0	0	0	0	0	0	0	0	19.55	1240.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	69	1	0	0	0	0	0	0	0	0	19.70	1396.90	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	11	1	0	0	0	0	0	0	0	0	20.90	202.30	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	1	19.95	147.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	1	0	0	0	0	0	0	0	24.60	86.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	19.45	19.45	1
1	0	0	0	0	1	0	0	1	0	1	1	1	0	10	1	0	0	0	0	0	0	0	1	19.95	187.75	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	71	1	1	0	0	0	0	0	0	1	24.65	1710.15	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	4	1	0	0	0	0	0	0	0	0	20.35	76.35	1
1	0	0	1	0	0	0	0	1	0	1	1	1	0	72	1	0	0	0	0	0	0	0	0	19.40	1496.45	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	69	1	1	0	0	0	0	0	0	0	23.95	1713.10	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	31	1	0	0	0	0	0	0	0	0	20.40	609.10	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.15	20.15	1
1	0	0	1	0	0	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	0	20.00	141.60	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	28	1	0	0	0	0	0	0	0	0	20.50	563.05	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	19	1	0	0	0	0	0	0	0	1	19.95	373.50	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	11	1	0	0	0	0	0	0	0	1	20.45	250.80	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	66	1	0	0	0	0	0	0	0	1	20.35	1359.50	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	9	1	0	0	0	0	0	0	0	1	19.50	178.85	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	27	1	0	0	0	0	0	0	0	1	20.25	538.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	19.85	19.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	39	1	0	0	0	0	0	0	0	1	19.85	854.80	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	46	1	1	0	0	0	0	0	0	0	24.95	1165.90	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	0	0	0	0	0	0	0	24.30	1643.25	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	33	1	0	0	0	0	0	0	0	0	20.10	620.55	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.35	20.35	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	14	1	0	0	0	0	0	0	0	0	19.55	294.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	3	1	0	0	0	0	0	0	0	0	19.95	58.30	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	35	1	1	0	0	0	0	0	0	0	23.30	797.10	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	66	1	1	0	0	0	0	0	0	1	25.30	1673.80	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	63	1	0	0	0	0	0	0	0	1	19.15	1177.05	0
1	0	0	0	1	0	1	1	0	0	1	1	0	1	48	1	0	0	0	0	0	0	0	0	19.95	936.70	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	45	1	1	0	0	0	0	0	0	0	24.45	1088.25	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	23	1	1	0	0	0	0	0	0	0	24.80	615.35	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	35	1	0	0	0	0	0	0	0	0	20.75	739.90	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	8	1	0	0	0	0	0	0	0	0	19.90	153.95	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	23	1	0	0	0	0	0	0	0	0	20.85	473.90	0
1	0	0	0	0	1	0	0	1	0	1	0	0	0	6	1	0	0	0	0	0	0	0	0	19.50	106.80	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	8	1	0	0	0	0	0	0	0	1	19.35	152.60	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	29	1	0	0	0	0	0	0	0	1	20.65	654.85	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.55	20.55	1
1	0	0	0	1	0	1	1	0	0	0	1	1	0	36	1	0	0	0	0	0	0	0	0	20.00	666.75	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	0	19.20	156.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.25	36.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.55	19.55	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	1	19.75	145.00	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	20.25	61.45	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	0	19.95	243.65	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	54	1	0	0	0	0	0	0	0	0	19.65	1008.70	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	67	1	0	0	0	0	0	0	0	1	19.25	1372.90	0
1	0	0	1	0	0	0	0	0	1	1	1	0	1	63	1	0	0	0	0	0	0	0	0	19.50	1215.10	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	0	0	0	0	0	0	0	20.55	96.10	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	3	1	0	0	0	0	0	0	0	1	19.60	55.25	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	7	1	0	0	0	0	0	0	0	0	20.65	158.95	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	0	0	0	0	0	0	0	0	21.00	1493.75	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	59	1	0	0	0	0	0	0	0	0	18.40	1057.85	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	35	1	1	0	0	0	0	0	0	1	25.75	882.55	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	14	1	0	0	0	0	0	0	0	0	19.60	300.40	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	69	1	0	0	0	0	0	0	0	0	19.80	1436.95	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	72	1	0	0	0	0	0	0	0	0	19.85	1434.10	0
1	0	0	1	0	0	0	0	0	0	1	1	0	0	46	1	0	0	0	0	0	0	0	1	21.10	937.10	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	60	1	0	0	0	0	0	0	0	0	19.85	1128.10	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	22	1	1	0	0	0	0	0	0	0	25.25	566.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	26	1	0	0	0	0	0	0	0	0	20.90	518.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.35	45.30	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	23	1	0	0	0	0	0	0	0	0	20.40	478.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	20.05	20.05	0
1	0	0	0	1	0	1	1	0	0	1	1	0	1	15	1	0	0	0	0	0	0	0	0	19.65	270.60	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	48	1	1	0	0	0	0	0	0	0	26.30	1245.05	0
1	0	0	1	0	0	0	0	0	0	1	1	1	1	63	1	0	0	0	0	0	0	0	0	19.35	1263.85	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	17	1	0	0	0	0	0	0	0	0	21.10	385.55	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	4	1	0	0	0	0	0	0	0	0	18.85	84.20	0
1	0	0	1	0	0	0	0	1	0	1	1	0	1	62	1	1	0	0	0	0	0	0	0	26.00	1638.70	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	27	1	0	0	0	0	0	0	0	0	19.55	520.55	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	65	1	0	0	0	0	0	0	0	1	19.55	1218.65	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	17	1	0	0	0	0	0	0	0	1	20.10	279.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	34	1	0	0	0	0	0	0	0	0	19.70	675.60	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	49	1	0	0	0	0	0	0	0	1	20.05	923.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	53	1	0	0	0	0	0	0	0	1	19.40	1110.35	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	48	1	1	0	0	0	0	0	0	0	24.35	1133.70	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	7	1	0	0	0	0	0	0	0	0	20.65	134.05	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	29	1	0	0	0	0	0	0	0	0	19.85	573.05	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	58	1	0	0	0	0	0	0	0	0	20.75	1185.95	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	18.80	18.80	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	35	1	1	0	0	0	0	0	0	1	25.60	901.25	0
1	0	0	0	0	1	0	0	0	0	0	1	1	0	47	1	1	0	0	0	0	0	0	0	25.40	1139.20	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	0	20.25	174.65	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	14	1	1	0	0	0	0	0	0	1	24.80	321.70	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	23	1	1	0	0	0	0	0	0	0	25.10	611.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	6	1	1	0	0	0	0	0	0	0	25.40	153.30	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	56	1	1	0	0	0	0	0	0	1	24.45	1431.65	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	0	0	0	0	0	0	0	25.00	1849.20	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	23	1	0	0	0	0	0	0	0	0	19.60	426.65	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	12	1	1	0	0	0	0	0	0	0	26.40	314.95	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	40	1	0	0	0	0	0	0	0	0	20.15	804.85	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	60	1	0	0	0	0	0	0	0	0	19.65	1161.75	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	42	1	0	0	0	0	0	0	0	1	20.65	958.10	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	47	1	0	0	0	0	0	0	0	0	20.45	943.00	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	1	24.40	1725.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	46	1	0	0	0	0	0	0	0	0	19.40	967.85	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	72	1	0	0	0	0	0	0	0	0	19.70	1421.90	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	17	1	0	0	0	0	0	0	0	0	19.90	323.15	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	6	1	0	0	0	0	0	0	0	0	20.10	100.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.05	19.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.50	19.50	1
1	0	0	0	0	1	0	0	1	0	0	1	1	1	40	1	0	0	0	0	0	0	0	1	20.40	745.30	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	67	1	1	0	0	0	0	0	0	0	24.85	1583.50	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	56	1	0	0	0	0	0	0	0	1	19.80	1119.90	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	54	1	0	0	0	0	0	0	0	0	20.05	1102.40	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	68	1	0	0	0	0	0	0	0	0	20.05	1386.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	20	1	0	0	0	0	0	0	0	0	19.40	415.40	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	58	1	1	0	0	0	0	0	0	1	24.45	1513.60	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	27	1	0	0	0	0	0	0	0	1	20.55	583.30	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	68	1	0	0	0	0	0	0	0	1	19.35	1292.65	0
1	0	0	1	0	0	0	0	1	0	0	0	1	0	72	1	1	0	0	0	0	0	0	1	25.00	1802.55	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	0	0	0	0	0	0	0	24.75	1859.10	0
1	0	0	0	1	0	0	0	1	0	1	1	0	1	18	1	0	0	0	0	0	0	0	0	20.15	390.85	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	4	1	0	0	0	0	0	0	0	0	20.35	77.50	1
1	0	0	1	0	0	0	0	1	0	1	1	1	0	57	1	0	0	0	0	0	0	0	1	19.60	1134.25	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	0	0	0	0	0	0	0	24.75	1769.60	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	30	1	0	0	0	0	0	0	0	0	19.40	578.50	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	35	1	1	0	0	0	0	0	0	0	26.20	954.90	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	34	1	0	0	0	0	0	0	0	0	20.65	716.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	36	1	1	0	0	0	0	0	0	0	25.10	930.95	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	12	1	0	0	0	0	0	0	0	0	19.70	258.35	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	72	1	0	0	0	0	0	0	0	0	20.50	1502.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.20	19.20	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	0	0	0	0	0	0	0	0	20.30	1401.15	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	42	1	1	0	0	0	0	0	0	0	25.05	949.85	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	32	1	0	0	0	0	0	0	0	0	20.50	696.80	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.05	20.05	1
1	0	0	1	0	0	0	0	0	1	1	1	0	0	4	1	1	0	0	0	0	0	0	1	25.30	116.95	0
1	0	0	0	1	0	0	0	0	0	1	1	1	0	56	1	1	0	0	0	0	0	0	0	24.30	1261.70	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	0	0	0	0	0	0	0	19.70	1415.85	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	19	1	0	0	0	0	0	0	0	0	18.80	279.20	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	55	1	0	0	0	0	0	0	0	0	19.40	1083.00	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	38	1	0	0	0	0	0	0	0	0	19.30	755.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	46	1	0	0	0	0	0	0	0	1	20.10	936.85	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	71	1	0	0	0	0	0	0	0	0	19.45	1378.45	0
1	0	0	0	1	0	1	1	0	0	0	1	1	0	6	1	1	0	0	0	0	0	0	0	25.10	171.00	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	0	0	0	0	0	0	0	24.10	1734.65	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	41	1	0	0	0	0	0	0	0	0	19.70	804.25	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	3	1	0	0	0	0	0	0	0	1	20.75	67.10	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	21.00	21.00	1
1	0	0	1	0	0	1	1	0	0	0	1	1	1	4	1	0	0	0	0	0	0	0	0	19.90	76.65	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	20.15	260.70	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	41	1	1	0	0	0	0	0	0	1	24.85	962.25	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	69	1	0	0	0	0	0	0	0	0	19.95	1399.35	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	7	1	0	0	0	0	0	0	0	0	20.65	150.00	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	44	1	0	0	0	0	0	0	0	1	20.50	865.05	0
1	0	0	0	0	1	0	0	1	0	0	1	1	0	22	1	0	0	0	0	0	0	0	1	20.45	471.55	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	37	1	0	0	0	0	0	0	0	0	19.80	726.10	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	31	1	0	0	0	0	0	0	0	1	19.55	658.95	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	20.50	76.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.20	20.20	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	20	1	0	0	0	0	0	0	0	1	19.70	415.90	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	51	1	0	0	0	0	0	0	0	1	19.85	996.95	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	13	1	0	0	0	0	0	0	0	0	19.55	265.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.90	20.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	21.05	21.05	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	46	1	0	0	0	0	0	0	0	0	19.20	908.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	0	0	0	0	0	0	0	0	20.50	1500.95	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	20	1	0	0	0	0	0	0	0	1	19.35	433.75	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	21	1	0	0	0	0	0	0	0	0	19.60	390.40	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	45	1	0	0	0	0	0	0	0	1	20.00	886.40	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	14	1	0	0	0	0	0	0	0	0	19.95	268.40	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	22	1	0	0	0	0	0	0	0	0	19.60	422.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	5	1	0	0	0	0	0	0	0	0	20.15	117.95	0
1	0	0	0	1	0	0	0	0	1	1	1	0	1	31	1	0	0	0	0	0	0	0	0	20.10	589.25	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	38	1	0	0	0	0	0	0	0	0	20.40	743.50	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	24	1	0	0	0	0	0	0	0	0	20.15	456.85	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	15	1	0	0	0	0	0	0	0	0	19.60	331.60	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.20	20.20	1
1	0	0	1	0	0	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	0	19.45	165.35	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	0	19.50	128.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	69	1	0	0	0	0	0	0	0	0	19.40	1346.20	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	66	1	1	0	0	0	0	0	0	1	25.15	1683.60	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	30	1	0	0	0	0	0	0	0	0	19.55	608.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	64	1	1	0	0	0	0	0	0	1	24.80	1514.85	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	39	1	0	0	0	0	0	0	0	0	19.35	779.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	14	1	0	0	0	0	0	0	0	0	19.90	283.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	21	1	1	0	0	0	0	0	0	0	24.70	467.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.15	20.15	1
1	0	0	1	0	0	0	0	0	1	1	1	0	1	50	1	0	0	0	0	0	0	0	0	20.15	970.85	0
1	0	0	0	0	1	0	0	0	1	0	1	0	1	10	1	1	0	0	0	0	0	0	0	24.80	223.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	18	1	0	0	0	0	0	0	0	0	19.65	391.70	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.30	19.30	1
1	0	0	1	0	0	0	0	1	0	0	1	0	0	34	1	1	0	0	0	0	0	0	0	26.10	980.35	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	20.20	65.95	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	30	1	0	0	0	0	0	0	0	0	21.25	711.90	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	46	1	0	0	0	0	0	0	0	1	20.20	845.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	55	1	0	0	0	0	0	0	0	0	21.00	1210.30	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.45	20.45	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	23	1	0	0	0	0	0	0	0	0	19.65	436.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.15	20.15	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	12	1	1	0	0	0	0	0	0	1	25.40	313.00	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	16	1	0	0	0	0	0	0	0	0	20.15	341.35	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	18	1	0	0	0	0	0	0	0	0	19.00	348.80	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	6	1	0	0	0	0	0	0	0	0	19.55	128.60	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	68	1	1	0	0	0	0	0	0	1	24.15	1498.85	0
1	0	0	1	0	0	1	1	0	0	1	1	0	1	24	1	0	0	0	0	0	0	0	0	19.75	498.10	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	15	1	1	0	0	0	0	0	0	0	25.05	369.10	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	13	1	0	0	0	0	0	0	0	0	20.20	273.25	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	19	1	0	0	0	0	0	0	0	0	20.25	383.65	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	67	1	0	0	0	0	0	0	0	1	19.40	1284.20	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	53	1	0	0	0	0	0	0	0	0	19.90	1110.05	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	5	1	0	0	0	0	0	0	0	0	19.55	99.60	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	46	1	0	0	0	0	0	0	0	0	19.95	862.40	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	69	1	1	0	0	0	0	0	0	0	24.45	1718.20	0
1	0	0	0	1	0	1	1	0	0	0	1	0	1	56	1	0	0	0	0	0	0	0	1	21.20	1238.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	28	1	1	0	0	0	0	0	0	0	25.55	672.20	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	19	1	0	0	0	0	0	0	0	0	20.20	382.20	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	52	1	1	0	0	0	0	0	0	0	25.75	1345.85	0
1	0	0	0	0	1	0	0	1	0	0	1	1	0	8	1	0	0	0	0	0	0	0	1	19.55	161.15	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	0	19.50	225.85	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	12	1	1	0	0	0	0	0	0	0	25.25	274.70	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	58	1	0	0	0	0	0	0	0	1	19.55	1108.80	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	45	1	0	0	0	0	0	0	0	0	20.35	929.20	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	36	1	0	0	0	0	0	0	0	0	19.45	754.50	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	56	1	1	0	0	0	0	0	0	1	24.95	1468.90	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	44	1	1	0	0	0	0	0	0	0	24.85	1013.60	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	40	1	0	0	0	0	0	0	0	0	19.65	830.25	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	15	1	0	0	0	0	0	0	0	0	20.10	302.45	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	64	1	0	0	0	0	0	0	0	0	19.80	1336.65	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	0	20.85	161.65	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	40	1	0	0	0	0	0	0	0	1	20.60	827.30	0
1	0	0	0	1	0	0	0	0	1	0	1	1	0	30	1	0	0	0	0	0	0	0	0	19.80	576.65	0
1	0	0	1	0	0	0	0	0	1	0	0	0	0	72	1	1	0	0	0	0	0	0	1	25.10	1789.90	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	18	1	0	0	0	0	0	0	0	0	20.10	401.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	20.70	73.05	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	49	1	1	0	0	0	0	0	0	0	25.25	1211.65	0
1	0	0	1	0	0	0	0	0	1	1	1	0	1	49	1	0	0	0	0	0	0	0	0	20.45	1024.65	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	4	1	0	0	0	0	0	0	0	1	19.95	82.90	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	25	1	1	0	0	0	0	0	0	1	26.80	733.55	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	0	0	0	0	0	0	0	0	19.95	1322.85	0
1	0	0	0	0	1	0	0	1	0	1	1	0	1	4	1	0	0	0	0	0	0	0	1	20.05	85.50	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	8	1	1	0	0	0	0	0	0	0	24.40	203.95	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	8	1	0	0	0	0	0	0	0	1	19.70	168.90	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	9	1	0	0	0	0	0	0	0	0	19.60	197.40	0
1	0	0	0	1	0	0	0	0	0	1	1	1	0	55	1	0	0	0	0	0	0	0	0	19.70	1140.05	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	62	1	0	0	0	0	0	0	0	0	20.05	1263.90	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	1	0	0	0	0	0	0	1	25.70	25.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.40	50.60	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	11	1	0	0	0	0	0	0	0	0	19.50	226.80	0
1	0	0	0	1	0	0	0	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	0	19.80	160.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	6	1	0	0	0	0	0	0	0	0	19.70	111.65	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	45	1	0	0	0	0	0	0	0	0	20.85	892.15	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	25	1	0	0	0	0	0	0	0	1	20.20	507.90	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	18	1	0	0	0	0	0	0	0	0	20.10	407.05	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	26	1	0	0	0	0	0	0	0	1	20.30	511.25	0
1	0	0	0	1	0	0	0	0	0	1	0	1	0	50	1	1	0	0	0	0	0	0	0	25.20	1306.30	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	3	1	0	0	0	0	0	0	0	0	19.65	60.65	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	17	1	0	0	0	0	0	0	0	0	19.90	329.75	0
1	0	0	0	0	1	0	0	0	1	0	1	1	1	32	1	0	0	0	0	0	0	0	1	19.45	674.55	0
1	0	0	1	0	0	0	0	0	0	1	1	0	0	71	1	1	0	0	0	0	0	0	0	24.55	1719.15	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	47	1	1	0	0	0	0	0	0	0	24.55	1160.45	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	8	1	0	0	0	0	0	0	0	1	20.45	162.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	48	1	0	0	0	0	0	0	0	0	19.55	883.35	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	70	1	0	0	0	0	0	0	0	0	19.70	1341.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	60	1	0	0	0	0	0	0	0	0	20.55	1205.05	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	29	1	0	0	0	0	0	0	0	0	20.00	599.30	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	67	1	1	0	0	0	0	0	0	1	25.25	1733.15	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	6	1	0	0	0	0	0	0	0	0	19.85	119.30	0
1	0	0	1	0	0	0	0	1	0	0	0	1	0	61	1	1	0	0	0	0	0	0	0	25.00	1501.75	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	12	1	0	0	0	0	0	0	0	0	20.50	255.50	0
1	0	0	0	0	1	0	0	0	1	1	1	1	0	42	1	0	0	0	0	0	0	0	0	20.35	869.90	0
1	0	0	0	1	0	0	0	0	1	1	1	1	0	38	1	0	0	0	0	0	0	0	1	20.25	814.75	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	18	1	0	0	0	0	0	0	0	0	20.05	388.60	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	4	1	0	0	0	0	0	0	0	0	19.60	93.45	0
1	0	0	1	0	0	0	0	0	0	0	1	1	1	72	1	0	0	0	0	0	0	0	0	20.35	1354.40	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	70	1	1	0	0	0	0	0	0	0	26.05	1856.40	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	44	1	0	0	0	0	0	0	0	0	20.60	926.00	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	34	1	0	0	0	0	0	0	0	1	20.10	682.10	0
1	0	0	1	0	0	0	0	1	0	1	0	1	0	72	1	1	0	0	0	0	0	0	0	24.30	1778.70	0
1	0	0	1	0	0	0	0	0	0	0	1	1	0	71	1	1	0	0	0	0	0	0	1	24.50	1816.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	0	0	0	0	0	0	1	25.25	1841.20	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	52	1	0	0	0	0	0	0	0	0	19.20	1054.75	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	47	1	0	0	0	0	0	0	0	0	20.25	873.40	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	72	1	0	0	0	0	0	0	0	0	19.90	1529.65	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.40	19.40	1
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	1	24.45	1681.60	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	25	1	1	0	0	0	0	0	0	0	25.30	676.35	1
1	0	0	1	0	0	0	0	0	1	1	1	1	1	65	1	1	0	0	0	0	0	0	0	26.00	1654.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.05	33.70	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	56	1	0	0	0	0	0	0	0	0	20.05	1090.10	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	19.45	227.45	0
1	0	0	0	1	0	0	0	0	0	1	1	1	0	47	1	1	0	0	0	0	0	0	0	26.90	1250.85	0
1	0	0	0	0	1	0	0	0	0	0	0	0	0	2	1	0	0	0	0	0	0	0	0	19.20	37.20	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	38	1	0	0	0	0	0	0	0	0	20.05	678.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	13	1	1	0	0	0	0	0	0	1	25.00	332.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	15	1	0	0	0	0	0	0	0	0	19.35	278.85	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	0	0	0	0	0	0	0	24.85	1871.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	71	1	1	0	0	0	0	0	0	0	25.00	1753.00	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	35	1	0	0	0	0	0	0	0	0	19.25	617.65	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	48	1	0	0	0	0	0	0	0	0	20.15	982.95	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	10	1	0	0	0	0	0	0	0	0	20.00	198.70	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	37	1	0	0	0	0	0	0	0	0	19.80	813.30	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	44	1	0	0	0	0	0	0	0	0	19.60	780.25	0
1	0	0	0	1	0	0	0	0	1	0	1	0	1	27	1	0	0	0	0	0	0	0	0	20.05	552.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	19.45	246.25	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	62	1	0	0	0	0	0	0	0	0	20.30	1296.15	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	13	1	0	0	0	0	0	0	0	1	20.40	261.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.60	19.60	1
1	0	0	0	1	0	0	0	0	0	0	1	1	1	25	1	0	0	0	0	0	0	0	0	19.90	505.45	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	33	1	1	0	0	0	0	0	0	0	25.70	826.10	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	63	1	1	0	0	0	0	0	0	0	25.25	1559.30	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.80	19.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	20.00	40.90	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	64	1	1	0	0	0	0	0	0	0	25.00	1584.80	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	14	1	0	0	0	0	0	0	0	0	18.80	255.55	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	19.75	19.75	1
1	0	0	0	1	0	0	0	1	0	0	1	0	0	27	1	0	0	0	0	0	0	0	0	20.10	562.60	0
1	0	0	0	0	1	1	1	0	0	1	0	0	0	4	1	0	0	0	0	0	0	0	0	20.05	91.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	42	1	0	0	0	0	0	0	0	0	20.70	828.85	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	29	1	0	0	0	0	0	0	0	0	20.35	617.35	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	30	1	0	0	0	0	0	0	0	0	19.70	625.05	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	72	1	0	0	0	0	0	0	0	0	19.30	1414.80	0
1	0	0	0	0	1	0	0	0	1	0	1	1	1	8	1	0	0	0	0	0	0	0	0	19.65	169.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.85	51.60	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	61	1	0	0	0	0	0	0	0	0	19.10	1143.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	72	1	1	0	0	0	0	0	0	0	25.65	1887.00	0
1	0	0	0	1	0	0	0	0	1	1	1	1	0	24	1	0	0	0	0	0	0	0	0	20.40	482.80	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.45	20.45	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	41	1	1	0	0	0	0	0	0	1	25.25	996.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	32	1	0	0	0	0	0	0	0	0	18.95	613.95	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	21	1	0	0	0	0	0	0	0	0	20.50	402.85	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	62	1	0	0	0	0	0	0	0	0	19.95	1244.80	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	27	1	0	0	0	0	0	0	0	0	20.60	581.85	0
1	0	0	0	0	1	0	0	0	1	1	1	0	1	4	1	0	0	0	0	0	0	0	0	20.40	94.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	11	1	0	0	0	0	0	0	0	0	20.25	208.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	31	1	0	0	0	0	0	0	0	0	21.00	697.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	1	19.40	168.65	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	19.45	69.25	0
1	0	0	0	0	1	0	0	0	0	0	1	1	0	46	1	0	0	0	0	0	0	0	0	19.60	851.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.95	20.95	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	0	0	0	0	0	0	0	20.25	109.80	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	26	1	0	0	0	0	0	0	0	1	20.65	595.50	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	19.70	260.90	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	15	1	0	0	0	0	0	0	0	0	19.75	297.30	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	10	1	0	0	0	0	0	0	0	0	20.00	185.40	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	72	1	1	0	0	0	0	0	0	0	26.10	1851.45	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	55	1	0	0	0	0	0	0	0	0	19.10	1001.50	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	20	1	0	0	0	0	0	0	0	0	20.35	442.60	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	43	1	0	0	0	0	0	0	0	1	19.65	779.25	0
1	0	0	0	1	0	1	1	0	0	0	1	0	1	7	1	0	0	0	0	0	0	0	0	19.45	136.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	39	1	0	0	0	0	0	0	0	0	19.75	757.95	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	68	1	1	0	0	0	0	0	0	0	24.55	1657.40	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	41	1	0	0	0	0	0	0	0	0	20.65	875.55	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	53	1	1	0	0	0	0	0	0	0	24.05	1301.90	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	39	1	0	0	0	0	0	0	0	1	20.45	790.00	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	63	1	0	0	0	0	0	0	0	0	19.25	1237.65	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	15	1	1	0	0	0	0	0	0	1	26.35	378.60	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.45	20.45	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	42	1	0	0	0	0	0	0	0	0	20.25	854.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.50	20.50	1
1	0	0	1	0	0	1	1	0	0	1	1	0	0	41	1	0	0	0	0	0	0	0	0	20.00	810.30	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	41	1	0	0	0	0	0	0	0	0	19.30	772.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	52	1	0	0	0	0	0	0	0	0	19.85	1070.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	20.30	246.70	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	42	1	0	0	0	0	0	0	0	0	19.35	867.30	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	10	1	0	0	0	0	0	0	0	1	20.55	252.75	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	24	1	0	0	0	0	0	0	0	0	20.45	527.35	0
1	0	0	1	0	0	0	0	0	0	1	1	1	1	42	1	1	0	0	0	0	0	0	0	22.95	1014.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	64	1	0	0	0	0	0	0	0	0	19.45	1225.65	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	19	1	0	0	0	0	0	0	0	1	19.70	386.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	68	1	1	0	0	0	0	0	0	0	25.75	1686.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.45	20.45	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	37	1	0	0	0	0	0	0	0	1	19.85	717.50	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	1	19.95	253.80	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	43	1	1	0	0	0	0	0	0	0	26.45	1110.05	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	35	1	1	0	0	0	0	0	0	1	25.40	949.80	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	68	1	0	0	0	0	0	0	0	1	19.95	1303.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	31	1	1	0	0	0	0	0	0	0	25.75	755.60	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	68	1	1	0	0	0	0	0	0	1	24.00	1664.30	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	12	1	0	0	0	0	0	0	0	0	19.40	198.10	0
1	0	0	1	0	0	0	0	0	0	0	1	0	0	46	1	0	0	0	0	0	0	0	0	19.95	907.05	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	40	1	1	0	0	0	0	0	0	1	24.60	973.95	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	1	20.20	55.70	0
1	0	0	0	0	1	0	0	0	1	1	1	1	1	26	1	0	0	0	0	0	0	0	1	20.25	493.95	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.55	19.55	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	34	1	1	0	0	0	0	0	0	1	25.60	917.15	0
1	0	0	0	0	1	0	0	0	1	0	1	0	1	19	1	1	0	0	0	0	0	0	1	24.10	439.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.50	19.50	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	72	1	1	0	0	0	0	0	0	0	25.45	1866.45	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	67	1	0	0	0	0	0	0	0	0	20.50	1430.95	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	52	1	0	0	0	0	0	0	0	1	20.85	1071.60	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	26	1	1	0	0	0	0	0	0	0	26.00	684.05	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	33	1	0	0	0	0	0	0	0	0	20.10	670.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	19.20	19.20	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	20.40	20.40	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	19	1	0	0	0	0	0	0	0	0	20.60	414.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	0	20.40	181.80	0
1	0	0	0	0	1	1	1	0	0	1	0	0	0	24	1	0	0	0	0	0	0	0	1	20.30	459.95	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	11	1	0	0	0	0	0	0	0	0	20.00	211.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	1	0	0	0	0	0	0	1	25.00	25.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	9	1	0	0	0	0	0	0	0	0	19.75	210.65	0
1	0	0	1	0	0	0	0	0	1	0	0	0	0	67	1	1	0	0	0	0	0	0	0	25.10	1672.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	0	0	0	0	0	0	0	19.95	107.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.95	38.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	9	1	0	0	0	0	0	0	0	0	20.40	184.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	67	1	1	0	0	0	0	0	0	0	26.30	1688.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	8	1	0	0	0	0	0	0	0	1	20.70	137.60	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	17	1	0	0	0	0	0	0	0	0	19.45	369.05	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	32	1	0	0	0	0	0	0	0	0	20.35	707.50	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	19.75	58.85	1
1	0	0	0	1	0	0	0	0	0	0	1	1	1	25	1	0	0	0	0	0	0	0	0	19.60	411.15	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	64	1	1	0	0	0	0	0	0	1	24.05	1559.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	20.55	187.35	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	60	1	1	0	0	0	0	0	0	0	23.95	1506.40	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	1	20.15	163.70	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	4	1	0	0	0	0	0	0	0	0	20.50	79.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	2	1	0	0	0	0	0	0	0	0	20.40	42.90	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	17	1	0	0	0	0	0	0	0	0	20.15	353.65	0
1	0	0	0	0	1	0	0	0	0	1	0	0	0	1	1	0	0	0	0	0	0	0	1	19.45	19.45	1
1	0	0	1	0	0	0	0	0	1	1	1	0	0	50	1	0	0	0	0	0	0	0	0	19.40	1023.95	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	56	1	1	0	0	0	0	0	0	1	25.95	1444.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.10	19.10	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	44	1	0	0	0	0	0	0	0	0	19.50	835.50	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	69	1	1	0	0	0	0	0	0	1	24.95	1718.35	0
1	0	0	0	1	0	0	0	1	0	0	0	1	1	68	1	0	0	0	0	0	0	0	0	19.50	1193.55	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.00	78.90	0
1	0	0	0	0	1	0	0	0	1	0	1	0	1	5	1	0	0	0	0	0	0	0	0	20.35	122.00	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	36	1	0	0	0	0	0	0	0	0	19.20	702.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.80	19.80	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	6	1	0	0	0	0	0	0	0	0	18.95	110.15	0
1	0	0	0	1	0	1	1	0	0	0	1	0	1	29	1	0	0	0	0	0	0	0	0	19.85	535.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	25	1	0	0	0	0	0	0	0	0	19.05	461.30	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	14	1	0	0	0	0	0	0	0	0	19.35	324.80	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	24	1	0	0	0	0	0	0	0	0	20.25	439.75	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	50	1	0	0	0	0	0	0	0	1	19.35	1033.00	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	21	1	0	0	0	0	0	0	0	1	20.85	435.25	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	17	1	0	0	0	0	0	0	0	0	19.35	307.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	51	1	1	0	0	0	0	0	0	0	25.50	1281.25	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	27	1	0	0	0	0	0	0	0	1	19.60	561.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	20.00	63.60	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	58	1	0	0	0	0	0	0	0	0	20.30	1160.75	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	15	1	0	0	0	0	0	0	0	0	19.80	272.95	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	58	1	0	0	0	0	0	0	0	1	19.15	1035.50	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	3	1	0	0	0	0	0	0	0	0	19.10	52.00	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	20.25	71.20	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	68	1	1	0	0	0	0	0	0	0	25.50	1821.80	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	40	1	0	0	0	0	0	0	0	1	20.40	854.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	6	1	0	0	0	0	0	0	0	0	20.00	109.20	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	0	0	0	0	0	0	1	19.65	92.05	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	17	1	0	0	0	0	0	0	0	0	20.05	337.90	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	20.45	42.45	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	24	1	1	0	0	0	0	0	0	0	24.70	571.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	0	20.75	141.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	63	1	0	0	0	0	0	0	0	0	19.55	1245.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	24	1	0	0	0	0	0	0	0	0	19.70	452.55	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	65	1	0	0	0	0	0	0	0	1	19.85	1267.05	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	26	1	0	0	0	0	0	0	0	0	19.65	494.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.10	20.10	1
1	0	0	1	0	0	1	1	0	0	0	1	0	1	5	1	0	0	0	0	0	0	0	0	20.45	106.90	0
1	0	0	0	1	0	1	1	0	0	0	1	1	0	11	1	0	0	0	0	0	0	0	1	20.55	184.95	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	0	0	0	0	0	0	0	0	20.10	1460.85	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	47	1	0	0	0	0	0	0	0	0	20.05	951.55	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	65	1	1	0	0	0	0	0	0	0	24.80	1600.95	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	14	1	0	0	0	0	0	0	0	0	20.40	292.40	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	13	1	0	0	0	0	0	0	0	0	20.00	218.55	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	69	1	0	0	0	0	0	0	0	1	20.35	1442.65	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	13	1	0	0	0	0	0	0	0	0	20.85	272.35	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	4	1	0	0	0	0	0	0	0	0	20.05	83.30	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	33	1	0	0	0	0	0	0	0	0	20.10	579.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	15	1	1	0	0	0	0	0	0	0	25.20	387.90	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	25	1	0	0	0	0	0	0	0	0	19.90	527.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.30	20.30	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.20	19.20	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	64	1	1	0	0	0	0	0	0	0	25.55	1714.95	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	28	1	0	0	0	0	0	0	0	0	20.25	535.35	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	0	1	0	0	0	0	0	0	0	0	19.85	0.00	0
1	0	0	1	0	0	0	0	1	0	0	1	0	1	12	1	0	0	0	0	0	0	0	0	19.35	212.30	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	12	1	1	0	0	0	0	0	0	0	25.00	316.20	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	55	1	0	0	0	0	0	0	0	0	20.30	1079.05	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	16	1	0	0	0	0	0	0	0	0	20.10	318.60	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	23	1	0	0	0	0	0	0	0	0	20.90	454.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	21	1	0	0	0	0	0	0	0	1	19.95	416.40	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	19	1	0	0	0	0	0	0	0	0	19.65	358.15	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	11	1	0	0	0	0	0	0	0	1	19.25	180.30	1
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	0	0	0	0	0	0	0	0	19.90	1389.35	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	19.40	19.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	68	1	1	0	0	0	0	0	0	0	25.05	1629.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.30	44.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	0	0	0	0	0	0	0	25.55	1867.70	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	20.65	155.90	0
1	0	0	0	1	0	0	0	0	1	0	1	1	0	56	1	0	0	0	0	0	0	0	0	19.95	1126.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.00	73.45	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	56	1	0	0	0	0	0	0	0	1	19.55	1080.55	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	4	1	0	0	0	0	0	0	0	0	20.45	82.85	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	31	1	0	0	0	0	0	0	0	0	20.95	683.25	0
1	0	0	1	0	0	0	0	1	0	1	0	1	0	67	1	0	0	0	0	0	0	0	1	20.05	1263.05	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	53	1	0	0	0	0	0	0	0	0	19.55	1007.90	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	25	1	0	0	0	0	0	0	0	1	19.50	516.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.50	19.50	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	30	1	1	0	0	0	0	0	0	1	25.10	789.55	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	1	0	0	0	0	0	0	1	25.10	1790.80	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.70	19.70	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	35	1	0	0	0	0	0	0	0	0	21.10	741.00	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	2	1	0	0	0	0	0	0	0	0	20.30	31.90	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	70	1	0	0	0	0	0	0	0	0	19.85	1433.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	52	1	0	0	0	0	0	0	0	0	20.10	1078.75	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.90	20.90	1
1	0	0	1	0	0	0	0	1	0	0	1	1	1	68	1	0	0	0	0	0	0	0	0	19.95	1377.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.75	78.30	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	53	1	1	0	0	0	0	0	0	0	24.60	1279.00	0
1	0	0	0	1	0	0	0	1	0	0	0	0	0	51	1	1	0	0	0	0	0	0	0	25.00	1260.70	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	11	1	0	0	0	0	0	0	0	0	20.95	267.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.45	19.45	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	16	1	0	0	0	0	0	0	0	0	19.60	314.45	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	37	1	0	0	0	0	0	0	0	0	19.80	677.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	16	1	0	0	0	0	0	0	0	1	19.70	342.40	1
1	0	0	0	1	0	0	0	0	1	1	1	0	0	16	1	0	0	0	0	0	0	0	0	19.35	295.55	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	19.80	198.25	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	62	1	1	0	0	0	0	0	0	0	23.40	1429.65	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	6	1	0	0	0	0	0	0	0	0	19.45	113.50	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	27	1	0	0	0	0	0	0	0	0	19.85	470.00	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	17	1	0	0	0	0	0	0	0	0	19.95	310.60	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	16	1	0	0	0	0	0	0	0	0	20.50	290.55	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	28	1	0	0	0	0	0	0	0	1	19.55	543.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.35	20.35	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	1	23.30	1623.15	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	50	1	0	0	0	0	0	0	0	1	19.85	943.10	0
1	0	0	0	0	1	0	0	0	1	1	1	1	1	55	1	0	0	0	0	0	0	0	0	20.00	1087.25	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	38	1	0	0	0	0	0	0	0	0	19.60	717.30	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	0	0	0	0	0	0	0	0	19.85	1379.60	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	16	1	0	0	0	0	0	0	0	0	20.10	296.15	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	17	1	1	0	0	0	0	0	0	1	25.15	412.60	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	4	1	0	0	0	0	0	0	0	0	20.95	85.50	1
1	0	0	1	0	0	0	0	0	0	1	1	1	0	72	1	1	0	0	0	0	0	0	0	24.55	1750.70	0
1	0	0	0	0	1	0	0	0	1	1	1	0	1	11	1	0	0	0	0	0	0	0	0	19.70	216.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	0	20.25	178.50	1
1	0	0	0	1	0	0	0	0	1	1	1	1	0	53	1	0	0	0	0	0	0	0	0	19.05	990.45	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	39	1	1	0	0	0	0	0	0	0	25.00	1004.35	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	9	1	0	0	0	0	0	0	0	0	19.05	157.65	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	71	1	1	0	0	0	0	0	0	0	25.35	1847.55	0
1	0	0	1	0	0	1	1	0	0	0	0	0	0	71	1	1	0	0	0	0	0	0	1	24.65	1766.75	0
1	0	0	1	0	0	0	0	0	1	1	0	1	0	70	1	0	0	0	0	0	0	0	1	19.55	1462.05	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	32	1	0	0	0	0	0	0	0	0	19.40	641.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	37	1	1	0	0	0	0	0	0	1	24.10	861.85	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	33	1	1	0	0	0	0	0	0	0	24.25	838.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.50	20.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.10	20.10	1
1	0	0	0	0	1	0	0	0	0	0	1	0	1	20	1	0	0	0	0	0	0	0	1	19.40	374.50	1
1	0	0	1	0	0	0	0	0	0	1	1	1	1	27	1	1	0	0	0	0	0	0	0	24.50	761.95	0
1	0	0	0	1	0	1	1	0	0	0	1	0	1	9	1	0	0	0	0	0	0	0	0	20.10	190.25	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	69	1	0	0	0	0	0	0	0	0	19.90	1356.70	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	11	1	0	0	0	0	0	0	0	0	20.40	231.45	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	10	1	0	0	0	0	0	0	0	0	20.45	242.40	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	28	1	0	0	0	0	0	0	0	0	18.25	534.70	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.65	38.70	1
1	0	0	0	0	1	1	1	0	0	1	1	1	1	18	1	0	0	0	0	0	0	0	0	20.45	357.00	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	62	1	1	0	0	0	0	0	0	0	24.80	1476.25	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	62	1	0	0	0	0	0	0	0	1	20.05	1201.65	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	8	1	0	0	0	0	0	0	0	1	20.20	140.95	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	24	1	1	0	0	0	0	0	0	0	24.60	592.65	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.05	20.05	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	11	1	1	0	0	0	0	0	0	0	25.20	245.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	5	1	1	0	0	0	0	0	0	0	25.45	134.75	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	40	1	1	0	0	0	0	0	0	1	26.20	1077.50	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	57	1	0	0	0	0	0	0	0	0	19.90	1115.60	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	47	1	0	0	0	0	0	0	0	0	19.30	890.50	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	29	1	0	0	0	0	0	0	0	0	19.10	529.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	0	19.85	178.80	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.30	28.30	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	9	1	0	0	0	0	0	0	0	0	20.25	186.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.00	20.00	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	3	1	0	0	0	0	0	0	0	0	19.30	54.70	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	50	1	0	0	0	0	0	0	0	0	20.15	989.05	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	17	1	0	0	0	0	0	0	0	1	19.65	351.55	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	53	1	0	0	0	0	0	0	0	0	20.25	1048.45	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	52	1	0	0	0	0	0	0	0	0	19.35	1031.70	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	0	1	1	0	0	0	0	0	0	0	25.35	0.00	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.45	34.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	65	1	0	0	0	0	0	0	0	0	19.35	1319.95	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	24	1	0	0	0	0	0	0	0	0	19.90	533.50	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	15	1	0	0	0	0	0	0	0	0	20.05	284.30	0
1	0	0	1	0	0	0	0	0	1	0	0	1	0	64	1	1	0	0	0	0	0	0	0	25.65	1740.80	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	10	1	0	0	0	0	0	0	0	1	20.00	198.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	46	1	0	0	0	0	0	0	0	1	19.25	864.20	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.65	19.65	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	5	1	0	0	0	0	0	0	0	0	20.65	93.55	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	70	1	1	0	0	0	0	0	0	0	25.40	1782.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	1	1	1	0	0	0	0	0	0	0	24.00	24.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	19	1	1	0	0	0	0	0	0	0	25.60	485.90	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	13	1	0	0	0	0	0	0	0	0	19.30	259.65	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	17	1	0	0	0	0	0	0	0	0	19.70	340.35	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	56	1	1	0	0	0	0	0	0	0	24.15	1402.25	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	38	1	0	0	0	0	0	0	0	0	20.30	749.35	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	48	1	1	0	0	0	0	0	0	0	25.05	1171.50	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	35	1	0	0	0	0	0	0	0	0	19.65	708.80	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	34	1	0	0	0	0	0	0	0	0	20.80	635.90	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	11	1	0	0	0	0	0	0	0	0	19.55	223.15	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	0	0	0	0	0	0	0	24.80	1874.30	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	39	1	0	0	0	0	0	0	0	0	19.90	791.15	0
1	0	0	0	0	1	0	0	0	1	0	1	1	0	3	1	0	0	0	0	0	0	0	1	20.55	51.15	1
1	0	0	0	0	1	0	0	0	1	0	1	0	0	9	1	0	0	0	0	0	0	0	0	19.70	180.70	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	70	1	0	0	0	0	0	0	0	0	19.85	1328.35	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	4	1	0	0	0	0	0	0	0	1	20.15	68.45	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	7	1	0	0	0	0	0	0	0	1	20.25	174.70	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	9	1	0	0	0	0	0	0	0	0	20.25	172.35	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	68	1	0	0	0	0	0	0	0	0	19.60	1441.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	32	1	0	0	0	0	0	0	0	0	19.30	593.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	72	1	0	0	0	0	0	0	0	0	20.05	1423.65	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	25	1	1	0	0	0	0	0	0	0	24.75	692.10	1
1	0	0	1	0	0	0	0	0	1	0	1	1	1	66	1	1	0	0	0	0	0	0	1	25.30	1672.35	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	71	1	1	0	0	0	0	0	0	0	24.35	1654.60	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	0	25.10	1857.85	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	24	1	0	0	0	0	0	0	0	0	20.75	487.05	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	38	1	0	0	0	0	0	0	0	0	20.30	743.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	1	0	0	0	0	0	0	1	24.05	24.05	1
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	0	0	0	0	0	0	0	1	19.80	1414.65	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	55	1	1	0	0	0	0	0	0	0	25.70	1443.65	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.40	20.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	23	1	0	0	0	0	0	0	0	1	19.65	451.55	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	20.50	20.50	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	0	18.85	163.20	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	42	1	0	0	0	0	0	0	0	0	19.80	849.90	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	18	1	0	0	0	0	0	0	0	1	20.25	401.95	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	59	1	1	0	0	0	0	0	0	0	25.45	1534.05	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	60	1	0	0	0	0	0	0	0	0	20.60	1093.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	72	1	1	0	0	0	0	0	0	0	24.90	1859.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.75	19.75	1
1	0	0	0	1	0	1	1	0	0	1	1	1	1	14	1	0	0	0	0	0	0	0	1	19.50	272.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	29	1	1	0	0	0	0	0	0	0	26.10	692.55	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	20.90	247.00	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.25	20.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.20	20.20	1
1	0	0	1	0	0	0	0	0	0	0	1	1	0	50	1	0	0	0	0	0	0	0	0	19.80	1013.20	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	33	1	0	0	0	0	0	0	0	1	19.45	600.25	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	36	1	0	0	0	0	0	0	0	1	20.35	695.85	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	51	1	0	0	0	0	0	0	0	0	19.95	1028.75	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	20	1	0	0	0	0	0	0	0	0	19.70	395.60	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	35	1	0	0	0	0	0	0	0	1	19.15	638.00	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	6	1	0	0	0	0	0	0	0	0	19.55	122.90	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	56	1	1	0	0	0	0	0	0	1	24.80	1424.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.25	20.25	1
1	0	0	0	1	0	0	0	1	0	0	1	1	0	47	1	0	0	0	0	0	0	0	0	19.90	942.95	0
1	0	0	0	0	1	0	0	0	1	1	1	1	1	12	1	0	0	0	0	0	0	0	1	20.10	232.40	0
1	0	0	1	0	0	0	0	1	0	0	0	1	0	71	1	1	0	0	0	0	0	0	0	24.85	1901.00	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	29	1	0	0	0	0	0	0	0	0	19.35	601.60	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	27	1	0	0	0	0	0	0	0	0	20.30	595.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.75	19.75	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	39	1	1	0	0	0	0	0	0	0	25.20	987.95	0
1	0	0	0	1	0	0	0	0	1	0	0	0	0	32	1	0	0	0	0	0	0	0	0	19.80	587.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	1	18.95	185.60	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.50	19.50	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	61	1	0	0	0	0	0	0	0	0	20.40	1226.45	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	18	1	0	0	0	0	0	0	0	0	19.80	342.30	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.70	20.70	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	36	1	0	0	0	0	0	0	0	0	20.25	717.95	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	23	1	0	0	0	0	0	0	0	0	20.15	405.60	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	10	1	0	0	0	0	0	0	0	0	19.75	208.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	1	25.95	1801.90	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	70	1	1	0	0	0	0	0	0	0	24.05	1764.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	52	1	1	0	0	0	0	0	0	0	23.05	1255.10	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	0	0	0	0	0	0	0	0	19.55	1463.45	0
1	0	0	0	1	0	0	0	1	0	0	1	1	0	10	1	0	0	0	0	0	0	0	0	19.60	189.45	0
1	0	0	0	1	0	1	1	0	0	1	1	0	1	7	1	0	0	0	0	0	0	0	0	20.05	96.80	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	7	1	1	0	0	0	0	0	0	1	25.05	152.95	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	55	1	0	0	0	0	0	0	0	0	19.50	1026.35	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.30	19.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	71	1	0	0	0	0	0	0	0	0	19.60	1416.50	0
1	0	0	0	0	1	1	1	0	0	0	1	1	0	8	1	0	0	0	0	0	0	0	0	20.25	158.35	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	16	1	0	0	0	0	0	0	0	0	19.05	326.65	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.95	19.95	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	57	1	0	0	0	0	0	0	0	0	19.40	1061.60	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.75	19.75	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	46	1	0	0	0	0	0	0	0	0	19.75	856.50	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	63	1	0	0	0	0	0	0	0	0	19.70	1275.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	70	1	1	0	0	0	0	0	0	1	26.00	2006.95	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	1	19.60	59.75	1
1	0	0	0	1	0	1	1	0	0	1	1	1	1	28	1	0	0	0	0	0	0	0	0	19.90	543.00	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	56	1	1	0	0	0	0	0	0	1	25.15	1327.15	1
1	0	0	0	1	0	0	0	1	0	0	1	0	0	45	1	0	0	0	0	0	0	0	0	18.85	867.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	1	0	0	0	0	0	0	1	25.75	25.75	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	6	1	0	0	0	0	0	0	0	1	20.95	109.50	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	25	1	1	0	0	0	0	0	0	1	25.40	546.85	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	64	1	0	0	0	0	0	0	0	1	19.70	1274.05	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	54	1	0	0	0	0	0	0	0	0	20.10	1079.45	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	24	1	1	0	0	0	0	0	0	0	24.60	605.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	66	1	0	0	0	0	0	0	0	1	19.75	1344.50	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	45	1	1	0	0	0	0	0	0	0	25.50	1121.05	0
1	0	0	0	1	0	0	0	0	1	1	1	1	0	49	1	0	0	0	0	0	0	0	0	19.00	918.70	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	29	1	0	0	0	0	0	0	0	1	19.55	521.80	0
1	0	0	0	1	0	0	0	0	1	1	1	0	1	3	1	0	0	0	0	0	0	0	1	20.55	57.40	0
1	0	0	0	1	0	0	0	0	0	0	1	1	0	71	1	0	0	0	0	0	0	0	0	20.85	1539.75	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.75	20.75	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	71	1	1	0	0	0	0	0	0	0	25.55	1898.10	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	69	1	0	0	0	0	0	0	0	1	20.55	1403.10	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.10	19.10	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	20.35	150.60	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	59	1	0	0	0	0	0	0	0	1	20.20	1192.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	18.80	56.00	0
1	0	0	0	0	1	0	0	0	1	1	1	1	0	15	1	0	0	0	0	0	0	0	0	20.45	330.80	0
1	0	0	0	1	0	0	0	0	1	1	1	1	0	49	1	0	0	0	0	0	0	0	0	20.70	1032.05	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	13	1	1	0	0	0	0	0	0	0	24.50	343.60	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	1	1	0	0	0	0	0	0	0	1	20.15	20.15	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	25	1	0	0	0	0	0	0	0	0	20.05	520.10	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	71	1	0	0	0	0	0	0	0	1	19.60	1387.45	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	67	1	0	0	0	0	0	0	0	1	20.85	1327.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	0	1	0	0	0	0	0	0	0	0	20.00	0.00	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	21	1	0	0	0	0	0	0	0	1	20.35	422.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	20.25	20.25	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	17	1	0	0	0	0	0	0	0	0	19.40	358.05	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.20	19.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	8	1	0	0	0	0	0	0	0	0	20.35	178.70	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	66	1	1	0	0	0	0	0	0	0	25.45	1699.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	21	1	0	0	0	0	0	0	0	0	20.75	452.20	0
1	0	0	0	0	1	0	0	0	1	1	1	1	1	8	1	0	0	0	0	0	0	0	0	21.05	139.75	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	51	1	1	0	0	0	0	0	0	1	24.95	1222.25	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	28	1	0	0	0	0	0	0	0	1	20.30	487.95	0
1	0	0	1	0	0	0	0	0	0	0	1	1	0	42	1	0	0	0	0	0	0	0	0	20.25	835.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	19.85	63.75	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.40	93.40	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	68	1	1	0	0	0	0	0	0	1	24.95	1614.90	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	15	1	1	0	0	0	0	0	0	1	25.40	399.60	1
1	0	0	0	0	1	0	0	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	19.55	61.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.90	20.90	1
1	0	0	1	0	0	0	0	0	0	1	1	0	0	59	1	1	0	0	0	0	0	0	0	24.45	1493.10	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	67	1	1	0	0	0	0	0	0	0	25.60	1784.90	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	4	1	1	0	0	0	0	0	0	0	24.10	73.10	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.75	19.75	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	54	1	1	0	0	0	0	0	0	1	24.05	1230.90	0
1	0	0	1	0	0	0	0	0	1	1	1	0	1	18	1	1	0	0	0	0	0	0	0	25.30	454.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	11	1	0	0	0	0	0	0	0	1	20.00	196.35	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	39	1	0	0	0	0	0	0	0	0	20.70	762.45	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	37	1	0	0	0	0	0	0	0	0	20.15	785.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	72	1	1	0	0	0	0	0	0	1	26.00	1776.00	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	22	1	0	0	0	0	0	0	0	0	19.90	400.30	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.95	19.95	1
1	0	0	0	1	0	0	0	0	1	0	1	1	0	30	1	0	0	0	0	0	0	0	0	20.70	587.10	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	67	1	0	0	0	0	0	0	0	0	19.65	1335.20	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.95	20.95	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	41	1	0	0	0	0	0	0	0	0	19.50	798.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	1	26.25	1988.05	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	9	1	0	0	0	0	0	0	0	1	20.45	147.55	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	19	1	0	0	0	0	0	0	0	0	20.20	387.40	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	6	1	0	0	0	0	0	0	0	0	20.15	130.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.00	20.00	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	7	1	0	0	0	0	0	0	0	1	18.95	130.55	0
1	0	0	1	0	0	0	0	0	0	0	1	1	1	72	1	0	0	0	0	0	0	0	0	20.55	1432.55	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	1	0	0	0	0	0	0	0	25.25	101.90	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	16	1	0	0	0	0	0	0	0	0	19.75	313.40	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	0	0	0	0	0	0	0	0	19.10	1372.45	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	58	1	0	0	0	0	0	0	0	0	20.80	1212.25	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	10	1	0	0	0	0	0	0	0	0	20.15	220.80	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	21.20	222.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	39	1	1	0	0	0	0	0	0	1	24.20	914.60	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	11	1	0	0	0	0	0	0	0	0	20.30	246.30	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	67	1	1	0	0	0	0	0	0	1	26.10	1759.55	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	11	1	1	0	0	0	0	0	0	0	25.00	300.70	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	0	0	0	0	0	0	1	24.15	1776.45	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	7	1	0	0	0	0	0	0	0	0	20.25	144.35	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	20.70	39.85	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	13	1	0	0	0	0	0	0	0	1	19.30	279.30	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	19.45	19.45	1
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	1	24.05	1709.15	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	18.75	53.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	40	1	0	0	0	0	0	0	0	0	20.15	777.35	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	44	1	0	0	0	0	0	0	0	0	20.00	860.85	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	37	1	1	0	0	0	0	0	0	0	26.45	911.60	0
1	0	0	0	1	0	0	0	0	1	1	1	0	0	23	1	0	0	0	0	0	0	0	1	19.65	478.10	0
1	0	0	0	1	0	0	0	0	0	1	1	1	1	42	1	0	0	0	0	0	0	0	1	19.05	761.85	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.50	31.55	1
1	0	0	0	0	1	0	0	0	1	0	1	0	1	22	1	0	0	0	0	0	0	0	0	20.15	432.50	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	25	1	0	0	0	0	0	0	0	1	19.20	532.10	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	20	1	0	0	0	0	0	0	0	0	19.25	375.25	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	51	1	0	0	0	0	0	0	0	0	20.45	1042.65	0
1	0	0	0	0	1	0	0	0	0	0	1	0	1	19	1	0	0	0	0	0	0	0	1	20.00	377.55	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.90	57.40	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	52	1	1	0	0	0	0	0	0	0	25.60	1334.50	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	13	1	0	0	0	0	0	0	0	1	19.85	252.00	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	35	1	0	0	0	0	0	0	0	0	20.75	700.45	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	32	1	0	0	0	0	0	0	0	0	19.80	607.70	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	20	1	0	0	0	0	0	0	0	1	20.00	416.45	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.25	20.25	1
1	0	0	1	0	0	0	0	1	0	0	1	1	0	60	1	0	0	0	0	0	0	0	1	20.50	1198.80	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	19	1	0	0	0	0	0	0	0	0	19.90	357.70	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	71	1	0	0	0	0	0	0	0	0	19.90	1397.30	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	72	1	0	0	0	0	0	0	0	1	20.80	1521.20	0
1	0	0	1	0	0	0	0	1	0	0	0	0	0	64	1	0	0	0	0	0	0	0	1	20.05	1198.05	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	35	1	0	0	0	0	0	0	0	0	20.60	754.00	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	22	1	0	0	0	0	0	0	0	0	20.30	467.15	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	11	1	1	0	0	0	0	0	0	0	23.15	245.20	1
1	0	0	0	1	0	1	1	0	0	0	1	0	0	23	1	0	0	0	0	0	0	0	0	20.45	481.10	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	68	1	1	0	0	0	0	0	0	0	25.25	1728.20	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	56	1	0	0	0	0	0	0	0	0	19.70	1051.90	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	72	1	1	0	0	0	0	0	0	0	25.00	1738.90	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.85	19.85	0
1	0	0	1	0	0	0	0	0	1	0	0	1	1	71	1	0	0	0	0	0	0	0	0	19.80	1388.45	0
1	0	0	0	1	0	0	0	0	0	0	1	1	1	35	1	0	0	0	0	0	0	0	0	19.90	666.00	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	6	1	0	0	0	0	0	0	0	0	19.70	94.45	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	62	1	1	0	0	0	0	0	0	1	24.40	1413.00	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	53	1	0	0	0	0	0	0	0	0	19.50	1050.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.55	19.55	0
1	0	0	0	0	1	0	0	1	0	0	1	1	0	3	1	0	0	0	0	0	0	0	0	20.00	49.65	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.35	46.35	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	53	1	0	0	0	0	0	0	0	0	20.80	1021.80	1
1	0	0	0	0	1	0	0	1	0	1	1	1	1	10	1	0	0	0	0	0	0	0	1	19.80	196.75	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	52	1	1	0	0	0	0	0	0	0	24.55	1331.05	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	67	1	0	0	0	0	0	0	0	1	19.45	1195.95	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	0	1	20.30	20.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.90	19.90	0
1	0	0	1	0	0	0	0	1	0	0	1	0	1	53	1	0	0	0	0	0	0	0	0	19.75	1052.35	1
1	0	0	0	1	0	1	1	0	0	1	1	0	0	41	1	0	0	0	0	0	0	0	1	19.75	806.95	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	67	1	1	0	0	0	0	0	0	0	24.65	1620.45	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	69	1	0	0	0	0	0	0	0	0	20.20	1376.50	0
1	0	0	0	1	0	0	0	1	0	1	1	0	1	37	1	0	0	0	0	0	0	0	0	20.30	755.40	0
1	0	0	1	0	0	0	0	0	1	0	0	0	0	69	1	0	0	0	0	0	0	0	0	20.30	1356.30	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	57	1	0	0	0	0	0	0	0	0	20.75	1123.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	19.30	144.95	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	50	1	0	0	0	0	0	0	0	0	20.55	1067.65	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	19.90	173.15	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	38	1	0	0	0	0	0	0	0	0	20.45	781.25	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	58	1	0	0	0	0	0	0	0	1	19.85	1158.85	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	71	1	1	0	0	0	0	0	0	0	23.85	1672.10	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	15	1	0	0	0	0	0	0	0	0	19.60	299.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	51	1	0	0	0	0	0	0	0	0	19.55	1086.75	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	0	0	0	0	0	0	0	0	20.10	1389.60	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	30	1	0	0	0	0	0	0	0	0	19.05	637.55	0
1	0	0	0	1	0	0	0	0	1	0	0	1	0	45	1	1	0	0	0	0	0	0	0	24.70	1174.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	18.90	18.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	19.80	58.15	1
1	0	0	0	0	1	1	1	0	0	0	1	1	1	10	1	1	0	0	0	0	0	0	1	24.40	253.90	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	20	1	0	0	0	0	0	0	0	0	20.05	400.00	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	29	1	0	0	0	0	0	0	0	0	19.40	554.25	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	1	20.40	251.65	0
1	0	0	0	0	1	0	0	0	1	1	1	1	1	1	1	0	0	0	0	0	0	0	1	20.15	20.15	1
1	0	0	0	0	1	0	0	1	0	1	1	1	0	2	1	0	0	0	0	0	0	0	0	19.85	52.00	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	18	1	0	0	0	0	0	0	0	1	19.55	389.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	0	25.05	1873.70	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	24	1	0	0	0	0	0	0	0	1	20.80	469.65	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	56	1	1	0	0	0	0	0	0	1	24.45	1385.85	0
1	0	0	0	1	0	0	0	1	0	1	0	1	0	22	1	1	0	0	0	0	0	0	0	25.60	548.80	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	71	1	1	0	0	0	0	0	0	0	24.45	1730.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	26	1	0	0	0	0	0	0	0	0	19.20	459.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	16	1	0	0	0	0	0	0	0	0	19.70	301.55	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	25	1	0	0	0	0	0	0	0	0	20.60	541.50	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	6	1	0	0	0	0	0	0	0	0	19.65	116.85	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	20.10	223.60	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	5	1	0	0	0	0	0	0	0	0	19.85	108.05	1
1	0	0	1	0	0	0	0	0	1	1	1	1	1	72	1	0	0	0	0	0	0	0	0	19.70	1379.80	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	41	1	0	0	0	0	0	0	0	1	19.85	810.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	72	1	1	0	0	0	0	0	0	0	25.40	1797.10	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	23	1	0	0	0	0	0	0	0	1	20.00	445.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	19.40	19.40	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	19.30	185.20	0
1	0	0	0	1	0	1	1	0	0	0	1	1	0	20	1	0	0	0	0	0	0	0	0	20.65	417.50	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	19	1	0	0	0	0	0	0	0	0	19.80	344.50	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.20	20.20	1
1	0	0	1	0	0	0	0	0	1	1	0	1	0	53	1	1	0	0	0	0	0	0	0	25.10	1275.60	0
1	0	0	0	1	0	0	0	1	0	0	0	0	0	33	1	1	0	0	0	0	0	0	1	24.90	847.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	71	1	0	0	0	0	0	0	0	1	20.90	1493.20	0
1	0	0	0	1	0	0	0	0	1	1	1	0	1	49	1	0	0	0	0	0	0	0	0	19.45	921.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	7	1	0	0	0	0	0	0	0	0	19.85	144.15	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	21	1	0	0	0	0	0	0	0	0	19.80	350.10	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	22	1	0	0	0	0	0	0	0	0	20.75	452.35	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	45	1	0	0	0	0	0	0	0	1	20.40	930.45	1
1	0	0	0	0	1	1	1	0	0	1	1	1	0	2	1	0	0	0	0	0	0	0	0	20.35	41.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	57	1	0	0	0	0	0	0	0	0	19.75	1272.05	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	7	1	0	0	0	0	0	0	0	0	20.45	150.75	0
1	0	0	0	0	1	0	0	0	1	1	1	0	1	11	1	0	0	0	0	0	0	0	0	20.10	221.35	1
1	0	0	1	0	0	1	1	0	0	1	1	1	0	18	1	0	0	0	0	0	0	0	0	20.10	370.50	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	20.05	164.85	1
1	0	0	1	0	0	1	1	0	0	1	1	1	1	25	1	0	0	0	0	0	0	0	0	20.10	486.05	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.75	19.75	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	50	1	1	0	0	0	0	0	0	0	24.95	1261.45	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	0	0	0	0	0	0	1	19.25	86.05	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	66	1	1	0	0	0	0	0	0	1	25.70	1714.55	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	62	1	0	0	0	0	0	0	0	1	19.20	1123.65	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	2	1	0	0	0	0	0	0	0	0	20.10	43.15	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.35	35.10	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	55	1	1	0	0	0	0	0	0	1	25.65	1388.00	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	72	1	1	0	0	0	0	0	0	0	24.75	1777.60	0
1	0	0	0	0	1	0	0	1	0	0	1	0	1	8	1	0	0	0	0	0	0	0	0	19.45	159.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	54	1	0	0	0	0	0	0	0	0	20.00	1149.65	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	20	1	0	0	0	0	0	0	0	0	20.35	393.15	0
1	0	0	0	1	0	0	0	0	1	0	1	0	0	12	1	1	0	0	0	0	0	0	0	24.95	280.40	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	60	1	0	0	0	0	0	0	0	0	19.95	1189.90	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	72	1	1	0	0	0	0	0	0	0	26.45	1914.50	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	9	1	0	0	0	0	0	0	0	1	19.90	164.60	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	8	1	0	0	0	0	0	0	0	0	20.15	156.25	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	10	1	1	0	0	0	0	0	0	1	24.50	270.15	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	0	1	0	0	0	0	0	0	0	1	19.70	0.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.60	20.60	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	61	1	1	0	0	0	0	0	0	0	25.45	1538.60	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	12	1	0	0	0	0	0	0	0	1	21.15	306.05	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	2	1	0	0	0	0	0	0	0	0	20.30	40.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	70	1	0	0	0	0	0	0	0	1	20.15	1411.20	0
1	0	0	1	0	0	0	0	0	0	1	1	1	0	12	1	0	0	0	0	0	0	0	1	20.05	264.55	0
1	0	0	0	1	0	0	0	0	1	0	0	1	0	9	1	0	0	0	0	0	0	0	0	19.85	183.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	69	1	0	0	0	0	0	0	0	0	20.15	1337.50	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	70	1	1	0	0	0	0	0	0	0	25.15	1790.15	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.55	20.55	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	54	1	0	0	0	0	0	0	0	1	20.35	1092.35	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	61	1	0	0	0	0	0	0	0	0	20.25	1278.80	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	6	1	0	0	0	0	0	0	0	0	19.50	146.30	1
1	0	0	0	1	0	0	0	0	0	0	1	1	1	5	1	0	0	0	0	0	0	0	0	20.55	99.45	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	15	1	0	0	0	0	0	0	0	1	20.00	288.05	1
1	0	0	1	0	0	1	1	0	0	1	1	1	1	30	1	0	0	0	0	0	0	0	0	19.70	599.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.10	19.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	60	1	0	0	0	0	0	0	0	0	19.95	1258.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	18	1	0	0	0	0	0	0	0	0	19.25	331.35	0
1	0	0	0	1	0	1	1	0	0	1	1	0	1	4	1	0	0	0	0	0	0	0	1	20.40	84.75	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	65	1	1	0	0	0	0	0	0	0	24.75	1715.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	70	1	1	0	0	0	0	0	0	0	25.35	1715.15	0
1	0	0	1	0	0	0	0	1	0	0	1	0	1	62	1	0	0	0	0	0	0	0	0	20.00	1250.10	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	34	1	0	0	0	0	0	0	0	0	20.35	673.20	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	18	1	1	0	0	0	0	0	0	0	23.75	424.50	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.90	19.90	1
1	0	0	0	1	0	0	0	0	1	1	1	0	1	35	1	0	0	0	0	0	0	0	1	20.10	644.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	19.75	39.30	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	50	1	0	0	0	0	0	0	0	0	19.75	989.05	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	31	1	0	0	0	0	0	0	0	0	20.45	638.55	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	9	1	0	0	0	0	0	0	0	0	20.35	191.10	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	51	1	1	0	0	0	0	0	0	0	24.95	1288.00	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	38	1	0	0	0	0	0	0	0	0	20.05	741.50	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	37	1	0	0	0	0	0	0	0	1	19.80	695.05	0
1	0	0	1	0	0	0	0	0	1	1	1	0	1	61	1	1	0	0	0	0	0	0	1	25.00	1498.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	1
1	0	0	0	0	1	0	0	0	1	1	1	0	0	6	1	0	0	0	0	0	0	0	0	19.70	129.55	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	34	1	0	0	0	0	0	0	0	0	20.05	679.00	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	25	1	0	0	0	0	0	0	0	1	20.75	499.40	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	10	1	0	0	0	0	0	0	0	1	19.95	219.50	0
1	0	0	0	1	0	1	1	0	0	0	1	0	1	33	1	0	0	0	0	0	0	0	1	20.15	682.15	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	65	1	1	0	0	0	0	0	0	1	25.30	1748.55	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	43	1	1	0	0	0	0	0	0	0	24.25	1077.95	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	35	1	0	0	0	0	0	0	0	0	20.05	746.75	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.20	20.20	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	70	1	1	0	0	0	0	0	0	0	25.15	1940.85	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	18	1	0	0	0	0	0	0	0	0	19.35	309.25	0
1	0	0	0	1	0	0	0	1	0	1	1	1	1	54	1	1	0	0	0	0	0	0	1	24.75	1342.15	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	51	1	1	0	0	0	0	0	0	1	23.95	1216.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.05	42.70	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	31	1	0	0	0	0	0	0	0	0	20.90	689.35	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	22	1	0	0	0	0	0	0	0	0	19.95	433.50	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	20.55	20.55	1
1	0	0	1	0	0	0	0	1	0	0	1	1	0	70	1	1	0	0	0	0	0	0	0	24.25	1724.15	0
1	0	0	0	1	0	0	0	1	0	0	0	0	0	21	1	0	0	0	0	0	0	0	0	20.50	429.55	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	20	1	0	0	0	0	0	0	0	1	19.60	356.15	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	22	1	0	0	0	0	0	0	0	0	20.25	488.25	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	63	1	0	0	0	0	0	0	0	1	20.60	1298.70	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	70	1	0	0	0	0	0	0	0	0	19.80	1378.75	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.65	20.65	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	4	1	0	0	0	0	0	0	0	0	20.15	84.50	0
1	0	0	0	0	1	0	0	0	0	1	1	0	0	41	1	0	0	0	0	0	0	0	0	20.45	775.60	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	51	1	0	0	0	0	0	0	0	0	19.10	1007.80	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	42	1	0	0	0	0	0	0	0	0	20.00	833.55	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	48	1	0	0	0	0	0	0	0	0	19.95	1004.50	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	48	1	1	0	0	0	0	0	0	0	24.00	1183.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.30	19.30	1
1	0	0	0	1	0	1	1	0	0	1	1	0	0	27	1	0	0	0	0	0	0	0	0	19.15	501.35	0
1	0	0	0	0	1	1	1	0	0	0	1	1	1	25	1	0	0	0	0	0	0	0	1	19.15	477.60	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	0	19.75	265.75	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	19.40	61.05	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	65	1	1	0	0	0	0	0	0	0	26.50	1698.55	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	55	1	0	0	0	0	0	0	0	0	19.15	998.10	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.20	20.20	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.75	44.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	11	1	0	0	0	0	0	0	0	0	20.35	215.25	0
1	0	0	0	0	1	0	0	0	0	1	1	0	1	22	1	0	0	0	0	0	0	0	1	20.55	469.85	0
1	0	0	0	0	1	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	20.05	20.05	1
1	0	0	1	0	0	0	0	0	1	0	1	0	0	58	1	0	0	0	0	0	0	0	0	20.30	1131.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	6	1	1	0	0	0	0	0	0	0	26.35	184.05	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	1	19.90	19.90	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.95	19.95	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	6	1	0	0	0	0	0	0	0	0	20.65	109.30	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	39	1	1	0	0	0	0	0	0	0	25.45	958.45	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	20	1	0	0	0	0	0	0	0	0	19.50	403.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	19.25	19.25	1
1	0	0	0	0	1	1	1	0	0	1	1	1	0	33	1	0	0	0	0	0	0	0	0	20.05	669.45	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	65	1	1	0	0	0	0	0	0	1	25.10	1725.00	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	1	19.85	63.00	0
1	0	0	0	0	1	0	0	0	0	1	1	1	0	4	1	0	0	0	0	0	0	0	0	20.15	91.40	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	17	1	1	0	0	0	0	0	0	0	24.10	409.90	1
1	0	0	1	0	0	0	0	1	0	1	1	1	0	61	1	1	0	0	0	0	0	0	0	25.30	1554.90	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.70	117.80	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	19.75	19.75	0
1	0	0	0	0	1	1	1	0	0	1	0	1	0	1	1	0	0	0	0	0	0	0	1	20.85	20.85	1
1	0	0	1	0	0	0	0	0	0	0	1	1	1	45	1	0	0	0	0	0	0	0	0	19.20	903.70	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	41	1	0	0	0	0	0	0	0	1	20.00	879.80	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	0	19.95	68.20	0
1	0	0	1	0	0	0	0	1	0	0	0	0	0	72	1	1	0	0	0	0	0	0	0	25.40	1809.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	19.30	228.75	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	23	1	0	0	0	0	0	0	0	1	20.30	470.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	24	1	0	0	0	0	0	0	0	1	19.70	494.05	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	18	1	1	0	0	0	0	0	0	1	24.65	471.35	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	47	1	0	0	0	0	0	0	0	1	21.30	1041.80	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	67	1	0	0	0	0	0	0	0	1	19.80	1311.30	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	10	1	0	0	0	0	0	0	0	1	19.90	199.45	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	0	0	0	0	0	0	0	0	19.85	1326.35	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	48	1	0	0	0	0	0	0	0	0	20.00	935.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.05	20.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.60	20.60	1
1	0	0	1	0	0	1	1	0	0	1	0	0	0	38	1	0	0	0	0	0	0	0	0	20.20	735.90	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	61	1	1	0	0	0	0	0	0	1	24.20	1445.20	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	47	1	0	0	0	0	0	0	0	0	20.25	1029.80	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	69	1	1	0	0	0	0	0	0	1	26.00	1796.55	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	2	1	0	0	0	0	0	0	0	1	19.90	33.70	0
1	0	0	0	0	1	0	0	1	0	1	1	1	1	22	1	0	0	0	0	0	0	0	0	19.05	454.05	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	53	1	0	0	0	0	0	0	0	0	19.85	1049.60	0
1	0	0	0	0	1	1	1	0	0	1	0	1	0	28	1	1	0	0	0	0	0	0	0	25.70	734.60	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	22	1	0	0	0	0	0	0	0	0	20.30	475.10	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	12	1	0	0	0	0	0	0	0	0	20.40	266.60	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.30	20.30	0
1	0	0	0	1	0	0	0	0	1	0	1	1	1	53	1	0	0	0	0	0	0	0	0	20.20	1068.15	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	46	1	0	0	0	0	0	0	0	1	20.20	917.45	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	25	1	0	0	0	0	0	0	0	0	19.80	475.20	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	71	1	1	0	0	0	0	0	0	0	23.90	1663.50	0
1	0	0	0	0	1	0	0	0	0	1	1	0	1	2	1	0	0	0	0	0	0	0	1	19.60	35.85	1
1	0	0	1	0	0	0	0	0	1	0	1	0	0	57	1	0	0	0	0	0	0	0	0	18.80	1094.35	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	16	1	0	0	0	0	0	0	0	1	20.60	330.25	0
1	0	0	0	1	0	0	0	0	0	1	1	1	0	69	1	1	0	0	0	0	0	0	1	26.30	1763.55	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	22	1	0	0	0	0	0	0	0	1	20.05	470.20	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	0	24.45	1709.10	0
1	0	0	0	1	0	0	0	1	0	0	1	0	1	30	1	1	0	0	0	0	0	0	0	25.35	723.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	30	1	0	0	0	0	0	0	0	0	19.30	602.90	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	6	1	0	0	0	0	0	0	0	0	19.15	124.40	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	63	1	0	0	0	0	0	0	0	1	19.95	1234.80	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	61	1	0	0	0	0	0	0	0	0	19.45	1336.35	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	35	1	0	0	0	0	0	0	0	0	19.25	677.90	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	47	1	0	0	0	0	0	0	0	0	19.65	921.55	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	3	1	0	0	0	0	0	0	0	0	20.85	72.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	19.65	68.35	0
1	0	0	1	0	0	0	0	0	1	0	0	1	0	44	1	0	0	0	0	0	0	0	1	19.35	847.25	0
1	0	0	0	0	1	0	0	1	0	0	1	1	1	5	1	1	0	0	0	0	0	0	1	25.90	135.00	1
1	0	0	0	1	0	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	0	21.20	52.05	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	14	1	0	0	0	0	0	0	0	1	19.70	263.65	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	13	1	0	0	0	0	0	0	0	1	20.30	275.40	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	23	1	1	0	0	0	0	0	0	0	24.35	538.50	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	47	1	0	0	0	0	0	0	0	0	19.75	948.90	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	12	1	1	0	0	0	0	0	0	1	24.00	269.65	0
1	0	0	1	0	0	0	0	0	1	0	0	1	0	71	1	1	0	0	0	0	0	0	0	25.45	1789.65	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	71	1	1	0	0	0	0	0	0	0	23.90	1626.40	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	33	1	1	0	0	0	0	0	0	0	24.15	800.30	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.20	20.20	1
1	0	0	1	0	0	1	1	0	0	0	1	0	0	69	1	0	0	0	0	0	0	0	1	19.10	1268.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	1	19.95	59.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	59	1	0	0	0	0	0	0	0	0	19.50	1147.85	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	62	1	0	0	0	0	0	0	0	0	20.65	1218.45	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	51	1	1	0	0	0	0	0	0	0	24.75	1234.60	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	61	1	0	0	0	0	0	0	0	0	19.75	1311.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	38	1	0	0	0	0	0	0	0	1	19.95	756.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	33	1	1	0	0	0	0	0	0	1	24.50	740.30	1
1	0	0	0	0	1	1	1	0	0	1	1	0	1	4	1	1	0	0	0	0	0	0	1	25.45	84.20	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	33	1	0	0	0	0	0	0	0	0	19.80	641.35	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	66	1	0	0	0	0	0	0	0	0	20.00	1374.20	0
1	0	0	0	0	1	0	0	0	1	0	1	1	1	10	1	0	0	0	0	0	0	0	1	20.05	218.50	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	57	1	0	0	0	0	0	0	0	0	20.65	1125.60	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	53	1	0	0	0	0	0	0	0	0	19.65	978.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	38	1	0	0	0	0	0	0	0	1	20.20	746.05	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	15	1	0	0	0	0	0	0	0	0	19.80	304.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	20.35	20.35	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	12	1	0	0	0	0	0	0	0	0	21.05	262.05	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	62	1	0	0	0	0	0	0	0	0	19.85	1253.65	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	48	1	0	0	0	0	0	0	0	1	20.05	1036.00	0
1	0	0	0	1	0	0	0	0	1	0	1	0	1	52	1	0	0	0	0	0	0	0	0	19.65	928.40	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	15	1	0	0	0	0	0	0	0	1	19.50	239.75	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	24	1	1	0	0	0	0	0	0	0	24.20	609.05	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	37	1	0	0	0	0	0	0	0	0	19.35	683.75	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	33	1	0	0	0	0	0	0	0	0	20.35	689.75	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	13	1	0	0	0	0	0	0	0	1	20.45	254.50	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	20	1	0	0	0	0	0	0	0	1	18.90	347.65	0
1	0	0	1	0	0	0	0	0	1	1	0	0	0	51	1	0	0	0	0	0	0	0	0	19.60	967.90	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	13	1	0	0	0	0	0	0	0	0	19.45	232.10	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	35	1	1	0	0	0	0	0	0	0	25.45	809.25	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	7	1	0	0	0	0	0	0	0	0	20.25	129.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	5	1	0	0	0	0	0	0	0	0	19.95	109.60	0
1	0	0	0	1	0	1	1	0	0	1	0	1	0	37	1	0	0	0	0	0	0	0	0	19.60	727.80	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	38	1	0	0	0	0	0	0	0	0	19.60	763.10	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	47	1	0	0	0	0	0	0	0	0	20.05	1016.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	16	1	0	0	0	0	0	0	0	0	20.00	275.70	0
1	0	0	1	0	0	0	0	0	0	1	1	0	1	43	1	1	0	0	0	0	0	0	1	25.10	1070.15	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	70	1	0	0	0	0	0	0	0	1	19.20	1401.40	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	59	1	1	0	0	0	0	0	0	0	25.00	1510.50	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	13	1	0	0	0	0	0	0	0	0	18.80	251.25	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	64	1	1	0	0	0	0	0	0	0	24.90	1595.50	0
1	0	0	1	0	0	0	0	1	0	0	0	1	1	64	1	1	0	0	0	0	0	0	1	24.40	1548.65	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	57	1	0	0	0	0	0	0	0	0	20.55	1252.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	4	1	0	0	0	0	0	0	0	1	19.65	67.55	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	71	1	1	0	0	0	0	0	0	0	24.70	1810.55	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	16	1	0	0	0	0	0	0	0	0	19.75	294.90	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	4	1	1	0	0	0	0	0	0	0	23.90	97.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.95	19.95	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	69	1	0	0	0	0	0	0	0	1	19.30	1447.90	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	8	1	0	0	0	0	0	0	0	0	19.50	159.35	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	17	1	0	0	0	0	0	0	0	0	19.55	280.85	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	46	1	0	0	0	0	0	0	0	0	20.25	890.35	0
1	0	0	0	0	1	0	0	1	0	0	1	0	1	3	1	0	0	0	0	0	0	0	0	20.20	50.60	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	19.95	58.00	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	50	1	0	0	0	0	0	0	0	1	20.35	938.95	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	60	1	0	0	0	0	0	0	0	1	20.95	1270.55	0
1	0	0	0	0	1	1	1	0	0	0	1	1	0	5	1	0	0	0	0	0	0	0	0	19.35	126.05	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	0	19.85	64.55	1
1	0	0	0	0	1	0	0	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	1	19.65	31.20	0
1	0	0	0	1	0	0	0	1	0	1	1	0	1	2	1	0	0	0	0	0	0	0	0	20.50	38.25	0
1	0	0	0	0	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.40	19.40	0
1	0	0	1	0	0	1	1	0	0	1	0	1	0	54	1	0	0	0	0	0	0	0	1	18.95	1031.10	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	8	1	0	0	0	0	0	0	0	0	20.15	165.50	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	18	1	0	0	0	0	0	0	0	0	20.05	358.50	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	25	1	1	0	0	0	0	0	0	0	25.50	630.60	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	59	1	0	0	0	0	0	0	0	0	19.50	1222.65	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	19	1	0	0	0	0	0	0	0	0	20.15	387.70	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	44	1	0	0	0	0	0	0	0	0	20.05	845.25	0
1	0	0	0	1	0	0	0	1	0	0	1	0	0	26	1	0	0	0	0	0	0	0	1	19.60	471.85	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	65	1	1	0	0	0	0	0	0	0	25.75	1654.75	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	20.05	20.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	0	20.70	57.50	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	58	1	1	0	0	0	0	0	0	1	25.30	1474.35	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	19.25	19.25	0
1	0	0	0	0	1	1	1	0	0	1	1	1	0	3	1	0	0	0	0	0	0	0	1	19.90	45.75	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	62	1	0	0	0	0	0	0	0	0	20.45	1297.35	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	22	1	0	0	0	0	0	0	0	0	20.85	450.65	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	29	1	0	0	0	0	0	0	0	0	20.20	558.80	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	15	1	0	0	0	0	0	0	0	0	20.35	335.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.35	33.20	1
1	0	0	0	1	0	1	1	0	0	0	1	0	0	6	1	0	0	0	0	0	0	0	0	20.60	116.60	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	4	1	0	0	0	0	0	0	0	0	19.55	68.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	1	8	1	0	0	0	0	0	0	0	0	20.05	163.60	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	21	1	0	0	0	0	0	0	0	0	19.60	397.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.70	19.70	1
1	0	0	1	0	0	0	0	1	0	1	1	1	1	48	1	0	0	0	0	0	0	0	0	20.20	1027.25	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	67	1	1	0	0	0	0	0	0	1	24.90	1680.25	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	32	1	0	0	0	0	0	0	0	0	19.90	601.55	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	71	1	1	0	0	0	0	0	0	0	25.60	1888.25	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	63	1	1	0	0	0	0	0	0	0	25.25	1573.05	0
1	0	0	0	0	1	0	0	0	1	0	1	0	1	12	1	0	0	0	0	0	0	0	0	21.05	235.80	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	30	1	0	0	0	0	0	0	0	0	19.65	655.85	1
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.25	20.25	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	38	1	0	0	0	0	0	0	0	0	20.10	730.10	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	35	1	0	0	0	0	0	0	0	0	19.70	730.40	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	3	1	0	0	0	0	0	0	0	1	20.05	75.45	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.30	20.30	1
1	0	0	1	0	0	0	0	0	1	0	1	0	1	27	1	1	0	0	0	0	0	0	1	25.85	788.55	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	24	1	1	0	0	0	0	0	0	0	25.15	553.00	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	4	1	0	0	0	0	0	0	0	0	19.50	96.85	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	72	1	0	0	0	0	0	0	0	1	20.70	1482.30	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	66	1	0	0	0	0	0	0	0	0	19.35	1240.80	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	19.55	19.55	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	10	1	0	0	0	0	0	0	0	0	20.10	184.40	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	20.40	20.40	1
1	0	0	1	0	0	0	0	0	1	1	1	1	1	58	1	0	0	0	0	0	0	0	0	19.55	1079.65	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	43	1	0	0	0	0	0	0	0	1	19.20	776.25	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	40	1	1	0	0	0	0	0	0	0	25.25	1006.90	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	72	1	1	0	0	0	0	0	0	0	24.25	1784.50	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	41	1	0	0	0	0	0	0	0	0	20.15	802.35	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	16	1	0	0	0	0	0	0	0	0	19.35	275.90	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	17	1	0	0	0	0	0	0	0	0	19.15	343.45	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	58	1	0	0	0	0	0	0	0	0	20.50	1191.40	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	19	1	1	0	0	0	0	0	0	1	24.90	467.70	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	9	1	0	0	0	0	0	0	0	0	19.50	150.35	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.55	19.55	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	27	1	0	0	0	0	0	0	0	0	19.90	550.10	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	59	1	0	0	0	0	0	0	0	0	20.60	1286.00	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	35	1	0	0	0	0	0	0	0	0	21.45	705.45	0
1	0	0	0	1	0	0	0	1	0	0	1	1	1	18	1	0	0	0	0	0	0	0	0	20.05	345.90	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	6	1	0	0	0	0	0	0	0	0	19.55	124.45	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	18.85	18.85	1
1	0	0	0	1	0	1	1	0	0	0	1	0	0	26	1	0	0	0	0	0	0	0	0	19.40	525.55	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	24	1	0	0	0	0	0	0	0	0	19.75	483.15	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.30	20.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	18	1	1	0	0	0	0	0	0	0	25.10	428.45	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	55	1	0	0	0	0	0	0	0	0	20.50	1177.95	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	70	1	0	0	0	0	0	0	0	0	20.35	1458.10	0
1	0	0	0	1	0	0	0	1	0	1	0	0	0	18	1	0	0	0	0	0	0	0	0	20.35	369.60	0
1	0	0	1	0	0	1	1	0	0	1	1	0	1	19	1	0	0	0	0	0	0	0	0	20.50	398.55	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	18	1	0	0	0	0	0	0	0	0	19.65	411.25	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	6	1	0	0	0	0	0	0	0	0	19.00	105.50	0
1	0	0	0	0	1	0	0	1	0	0	1	0	0	16	1	0	0	0	0	0	0	0	0	20.25	327.45	1
1	0	0	0	1	0	1	1	0	0	0	1	0	1	23	1	0	0	0	0	0	0	0	0	19.80	465.45	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	5	1	0	0	0	0	0	0	0	0	20.05	95.55	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	8	1	0	0	0	0	0	0	0	0	19.70	130.25	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	0	19.50	162.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.30	41.20	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	22	1	0	0	0	0	0	0	0	1	19.25	412.55	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	50	1	0	0	0	0	0	0	0	0	20.55	1070.25	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	43	1	0	0	0	0	0	0	0	0	20.00	817.95	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	45	1	1	0	0	0	0	0	0	1	24.65	1171.30	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	23	1	1	0	0	0	0	0	0	0	23.85	625.65	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	68	1	1	0	0	0	0	0	0	0	25.80	1911.50	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	14	1	0	0	0	0	0	0	0	1	20.05	299.30	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	20.10	20.10	1
1	0	0	0	0	1	1	1	0	0	1	1	0	0	3	1	0	0	0	0	0	0	0	0	20.40	63.15	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	71	1	0	0	0	0	0	0	0	0	19.70	1301.10	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	9	1	0	0	0	0	0	0	0	0	20.15	238.15	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	46	1	0	0	0	0	0	0	0	0	19.40	958.15	0
1	0	0	0	1	0	1	1	0	0	1	1	1	0	59	1	0	0	0	0	0	0	0	0	20.35	1267.00	0
1	0	0	0	1	0	1	1	0	0	0	1	1	0	24	1	0	0	0	0	0	0	0	0	20.10	533.90	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	57	1	0	0	0	0	0	0	0	0	20.75	1118.80	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	0	20.10	39.80	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	51	1	0	0	0	0	0	0	0	0	19.40	997.75	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	20	1	0	0	0	0	0	0	0	0	20.05	406.05	0
1	0	0	0	0	1	0	0	0	1	0	1	1	1	6	1	0	0	0	0	0	0	0	0	19.85	138.85	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	6	1	0	0	0	0	0	0	0	0	20.20	123.65	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	36	1	0	0	0	0	0	0	0	1	18.55	689.00	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	63	1	1	0	0	0	0	0	0	0	24.20	1618.20	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	48	1	1	0	0	0	0	0	0	0	23.55	1173.35	0
1	0	0	0	1	0	0	0	1	0	1	1	1	0	49	1	0	0	0	0	0	0	0	0	20.45	900.90	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	27	1	0	0	0	0	0	0	0	0	20.35	531.60	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	7	1	1	0	0	0	0	0	0	0	23.50	173.00	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	19	1	0	0	0	0	0	0	0	0	20.85	467.50	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	12	1	0	0	0	0	0	0	0	0	20.30	224.50	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	54	1	0	0	0	0	0	0	0	1	20.50	1035.70	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.90	19.90	0
1	0	0	1	0	0	0	0	0	1	1	0	1	0	72	1	1	0	0	0	0	0	0	1	25.70	1937.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	0	0	0	0	0	0	0	25.75	1864.20	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	46	1	0	0	0	0	0	0	0	0	20.05	902.00	0
1	0	0	0	0	1	0	0	1	0	1	1	1	0	37	1	0	0	0	0	0	0	0	0	19.50	805.20	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	15	1	0	0	0	0	0	0	0	0	19.65	332.65	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	24	1	0	0	0	0	0	0	0	1	19.55	470.20	0
1	0	0	1	0	0	1	1	0	0	0	1	1	1	67	1	0	0	0	0	0	0	0	1	20.80	1411.90	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.35	20.35	0
1	0	0	0	0	1	0	0	0	0	0	1	0	0	10	1	1	0	0	0	0	0	0	1	24.00	226.55	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	52	1	0	0	0	0	0	0	0	0	19.65	1025.05	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	27	1	0	0	0	0	0	0	0	1	19.40	460.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	19.90	19.90	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	69	1	1	0	0	0	0	0	0	1	25.60	1673.40	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	14	1	0	0	0	0	0	0	0	0	19.75	309.35	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	48	1	0	0	0	0	0	0	0	0	19.85	916.00	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	31	1	0	0	0	0	0	0	0	1	20.65	702.05	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	19.65	19.65	0
1	0	0	1	0	0	1	1	0	0	1	1	0	1	72	1	0	0	0	0	0	0	0	1	19.75	1567.00	0
1	0	0	0	0	1	0	0	1	0	1	1	0	0	19	1	1	0	0	0	0	0	0	0	24.70	465.85	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	25	1	0	0	0	0	0	0	0	0	20.80	460.20	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	1	1	0	0	0	0	0	0	0	1	20.20	20.20	1
1	0	0	1	0	0	0	0	1	0	1	1	0	0	67	1	1	0	0	0	0	0	0	1	25.60	1790.35	0
1	0	0	0	1	0	0	0	0	0	0	1	0	0	56	1	1	0	0	0	0	0	0	0	24.90	1334.00	1
1	0	0	1	0	0	1	1	0	0	0	1	0	0	43	1	0	0	0	0	0	0	0	0	19.55	876.15	0
1	0	0	1	0	0	1	1	0	0	1	1	1	0	40	1	0	0	0	0	0	0	0	0	19.10	780.10	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	6	1	0	0	0	0	0	0	0	1	20.40	107.60	0
1	0	0	1	0	0	0	0	0	1	0	1	1	0	72	1	1	0	0	0	0	0	0	0	25.85	1872.20	0
1	0	0	0	0	1	0	0	0	1	0	1	0	0	4	1	0	0	0	0	0	0	0	1	20.70	83.75	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	8	1	0	0	0	0	0	0	0	0	19.05	201.70	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	8	1	0	0	0	0	0	0	0	0	19.60	125.00	0
1	0	0	1	0	0	1	1	0	0	0	1	0	0	35	1	0	0	0	0	0	0	0	1	20.20	684.40	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	53	1	0	0	0	0	0	0	0	0	20.90	1146.05	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1	19.30	19.30	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	13	1	0	0	0	0	0	0	0	1	19.95	257.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	2	1	0	0	0	0	0	0	0	0	20.00	32.70	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	58	1	1	0	0	0	0	0	0	0	25.15	1509.90	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	67	1	0	0	0	0	0	0	0	0	19.95	1311.75	0
1	0	0	1	0	0	0	0	0	1	1	1	1	0	64	1	0	0	0	0	0	0	0	0	19.45	1208.60	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	72	1	1	0	0	0	0	0	0	0	25.20	1787.35	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	35	1	1	0	0	0	0	0	0	0	24.30	821.60	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	25	1	0	0	0	0	0	0	0	1	18.70	383.65	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	57	1	0	0	0	0	0	0	0	1	20.10	1087.70	0
1	0	0	1	0	0	0	0	1	0	0	1	0	1	44	1	0	0	0	0	0	0	0	0	19.55	819.95	0
1	0	0	1	0	0	0	0	0	1	0	1	0	1	27	1	0	0	0	0	0	0	0	0	19.70	509.30	0
1	0	0	0	1	0	1	1	0	0	0	1	1	0	15	1	0	0	0	0	0	0	0	0	18.80	294.95	0
1	0	0	0	0	1	0	0	0	1	1	1	0	1	25	1	0	0	0	0	0	0	0	0	20.05	471.70	0
1	0	0	1	0	0	0	0	0	1	0	0	0	0	68	1	0	0	0	0	0	0	0	1	20.00	1396.00	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	1	19.10	53.05	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	49	1	0	0	0	0	0	0	0	1	19.90	1022.60	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	15	1	0	0	0	0	0	0	0	1	19.80	309.40	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	13	1	0	0	0	0	0	0	0	1	19.75	246.70	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.50	20.50	1
1	0	0	0	1	0	0	0	1	0	1	1	1	1	43	1	1	0	0	0	0	0	0	1	24.45	993.15	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	67	1	0	0	0	0	0	0	0	0	20.55	1343.40	0
1	0	0	0	1	0	0	0	0	1	0	1	1	0	23	1	0	0	0	0	0	0	0	0	19.30	486.20	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	51	1	0	0	0	0	0	0	0	0	20.65	1020.75	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	39	1	0	0	0	0	0	0	0	0	20.15	826.00	0
1	0	0	0	0	1	0	0	0	0	0	1	1	1	12	1	0	0	0	0	0	0	0	1	19.20	239.00	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	2	1	0	0	0	0	0	0	0	1	20.05	39.25	0
1	0	0	1	0	0	0	0	1	0	1	1	0	0	72	1	0	0	0	0	0	0	0	1	21.15	1419.40	0
1	0	0	1	0	0	0	0	0	1	0	1	0	0	16	1	0	0	0	0	0	0	0	0	18.95	326.80	0
1	0	0	0	1	0	1	1	0	0	1	1	0	0	52	1	0	0	0	0	0	0	0	0	20.65	1022.95	0
1	0	0	0	1	0	0	0	1	0	0	1	1	0	12	1	0	0	0	0	0	0	0	0	19.80	202.25	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.15	20.15	1
1	0	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.20	20.20	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	17	1	0	0	0	0	0	0	0	0	20.75	418.25	0
1	0	0	1	0	0	0	0	0	1	1	1	1	1	34	1	1	0	0	0	0	0	0	0	24.95	894.30	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	50	1	0	0	0	0	0	0	0	0	20.15	930.90	0
1	0	0	0	1	0	0	0	0	0	1	1	1	1	52	1	0	0	0	0	0	0	0	1	20.40	1090.65	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	62	1	1	0	0	0	0	0	0	1	24.25	1424.60	0
1	0	0	0	1	0	0	0	0	1	1	1	1	1	45	1	1	0	0	0	0	0	0	1	25.90	1216.60	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	49	1	0	0	0	0	0	0	0	1	20.15	973.35	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	48	1	0	0	0	0	0	0	0	0	20.65	1057.00	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	46	1	0	0	0	0	0	0	0	1	19.95	927.10	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	5	1	0	0	0	0	0	0	0	0	21.05	113.85	1
1	0	0	1	0	0	0	0	1	0	0	1	0	0	52	1	0	0	0	0	0	0	0	0	21.00	1107.20	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	20.20	20.20	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	19.45	19.45	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	72	1	0	0	0	0	0	0	0	0	19.40	1363.25	0
1	0	0	1	0	0	1	1	0	0	1	1	0	0	41	1	0	0	0	0	0	0	0	0	20.65	835.15	0
1	0	0	0	0	1	1	1	0	0	1	1	0	0	6	1	0	0	0	0	0	0	0	0	20.70	112.75	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	4	1	0	0	0	0	0	0	0	0	20.85	62.90	0
1	0	0	1	0	0	0	0	1	0	0	1	1	0	72	1	1	0	0	0	0	0	0	1	23.55	1723.95	0
1	0	0	0	0	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	19.75	19.75	0
1	0	0	1	0	0	0	0	0	1	1	1	0	0	43	1	1	0	0	0	0	0	0	1	25.70	1188.20	0
1	0	0	1	0	0	1	1	0	0	1	1	1	1	64	1	0	0	0	0	0	0	0	0	20.20	1277.75	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	57	1	0	0	0	0	0	0	0	1	19.60	1170.55	0
1	0	0	1	0	0	0	0	1	0	0	0	1	0	71	1	1	0	0	0	0	0	0	0	23.95	1756.20	0
1	0	0	0	1	0	1	1	0	0	0	1	0	0	3	1	0	0	0	0	0	0	0	0	19.60	61.35	0
1	0	0	0	0	1	1	1	0	0	1	1	1	1	6	1	0	0	0	0	0	0	0	0	19.70	113.50	0
1	0	0	0	1	0	1	1	0	0	0	1	1	1	22	1	0	0	0	0	0	0	0	0	20.15	419.90	0
1	0	0	1	0	0	0	0	1	0	0	1	0	0	10	1	1	0	0	0	0	0	0	0	25.70	251.60	0
1	0	0	0	1	0	1	1	0	0	1	1	1	1	11	1	0	0	0	0	0	0	0	0	20.60	233.90	0
1	0	0	1	0	0	1	1	0	0	0	1	1	0	69	1	0	0	0	0	0	0	0	0	19.90	1363.45	0
1	0	0	0	0	1	0	0	0	0	1	1	1	1	16	1	0	0	0	0	0	0	0	0	20.40	321.40	0
1	0	0	0	1	0	0	0	1	0	1	1	0	0	32	1	0	0	0	0	0	0	0	0	20.55	654.55	0
1	0	0	0	0	1	0	0	0	0	1	1	1	0	34	1	1	0	0	0	0	0	0	0	24.70	780.20	0
1	0	0	0	1	0	0	0	0	1	0	1	1	0	61	1	0	0	0	0	0	0	0	1	20.55	1252.00	0
1	0	0	0	1	0	0	0	0	0	1	1	0	0	13	1	0	0	0	0	0	0	0	0	19.65	244.80	0
1	0	0	1	0	0	0	0	1	0	1	1	1	1	69	1	0	0	0	0	0	0	0	0	19.75	1375.40	0
1	0	0	1	0	0	0	0	0	1	0	1	1	1	59	1	0	0	0	0	0	0	0	0	19.30	1192.70	0
1	0	0	1	0	0	0	0	1	0	0	1	1	1	24	1	1	0	0	0	0	0	0	1	24.10	587.40	0
1	0	0	0	0	1	1	1	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	0	20.75	20.75	0
1	0	0	1	0	0	1	1	0	0	0	1	0	1	61	1	0	0	0	0	0	0	0	0	19.75	1124.20	0
1	0	0	0	1	0	0	0	0	0	1	1	1	1	29	1	0	0	0	0	0	0	0	0	20.00	540.05	0
1	0	0	1	0	0	0	0	1	0	1	1	1	0	71	1	1	0	0	0	0	0	0	0	24.75	1836.90	0